Overview

Dataset statistics

Number of variables66
Number of observations5910
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory3.0 MiB
Average record size in memory528.0 B

Variable types

Numeric16
Categorical50

Warnings

Attr1 has a high cardinality: 5623 distinct values High cardinality
Attr2 has a high cardinality: 5620 distinct values High cardinality
Attr3 has a high cardinality: 5654 distinct values High cardinality
Attr4 has a high cardinality: 5467 distinct values High cardinality
Attr5 has a high cardinality: 5779 distinct values High cardinality
Attr6 has a high cardinality: 3540 distinct values High cardinality
Attr7 has a high cardinality: 5653 distinct values High cardinality
Attr8 has a high cardinality: 5636 distinct values High cardinality
Attr9 has a high cardinality: 4824 distinct values High cardinality
Attr10 has a high cardinality: 5613 distinct values High cardinality
Attr11 has a high cardinality: 5668 distinct values High cardinality
Attr12 has a high cardinality: 5686 distinct values High cardinality
Attr14 has a high cardinality: 5653 distinct values High cardinality
Attr15 has a high cardinality: 5691 distinct values High cardinality
Attr16 has a high cardinality: 5700 distinct values High cardinality
Attr17 has a high cardinality: 5449 distinct values High cardinality
Attr18 has a high cardinality: 5653 distinct values High cardinality
Attr21 has a high cardinality: 4421 distinct values High cardinality
Attr22 has a high cardinality: 5145 distinct values High cardinality
Attr24 has a high cardinality: 5552 distinct values High cardinality
Attr25 has a high cardinality: 5667 distinct values High cardinality
Attr26 has a high cardinality: 5668 distinct values High cardinality
Attr27 has a high cardinality: 4986 distinct values High cardinality
Attr28 has a high cardinality: 5612 distinct values High cardinality
Attr29 has a high cardinality: 5215 distinct values High cardinality
Attr32 has a high cardinality: 5511 distinct values High cardinality
Attr33 has a high cardinality: 5593 distinct values High cardinality
Attr34 has a high cardinality: 5689 distinct values High cardinality
Attr35 has a high cardinality: 5653 distinct values High cardinality
Attr36 has a high cardinality: 5421 distinct values High cardinality
Attr37 has a high cardinality: 3261 distinct values High cardinality
Attr38 has a high cardinality: 5572 distinct values High cardinality
Attr40 has a high cardinality: 5700 distinct values High cardinality
Attr41 has a high cardinality: 5594 distinct values High cardinality
Attr45 has a high cardinality: 5421 distinct values High cardinality
Attr46 has a high cardinality: 5551 distinct values High cardinality
Attr47 has a high cardinality: 5395 distinct values High cardinality
Attr48 has a high cardinality: 5614 distinct values High cardinality
Attr50 has a high cardinality: 5507 distinct values High cardinality
Attr51 has a high cardinality: 5577 distinct values High cardinality
Attr52 has a high cardinality: 5500 distinct values High cardinality
Attr53 has a high cardinality: 5463 distinct values High cardinality
Attr54 has a high cardinality: 5350 distinct values High cardinality
Attr57 has a high cardinality: 5573 distinct values High cardinality
Attr59 has a high cardinality: 3255 distinct values High cardinality
Attr60 has a high cardinality: 5370 distinct values High cardinality
Attr61 has a high cardinality: 5612 distinct values High cardinality
Attr63 has a high cardinality: 5578 distinct values High cardinality
Attr64 has a high cardinality: 5549 distinct values High cardinality
Attr19 is highly correlated with Attr23 and 1 other fieldsHigh correlation
Attr23 is highly correlated with Attr19 and 1 other fieldsHigh correlation
Attr30 is highly correlated with Attr62High correlation
Attr31 is highly correlated with Attr19 and 1 other fieldsHigh correlation
Attr39 is highly correlated with Attr56High correlation
Attr42 is highly correlated with Attr49High correlation
Attr43 is highly correlated with Attr44High correlation
Attr44 is highly correlated with Attr43High correlation
Attr49 is highly correlated with Attr42High correlation
Attr56 is highly correlated with Attr39High correlation
Attr62 is highly correlated with Attr30High correlation
Attr13 is highly skewed (γ1 = 73.1341161) Skewed
Attr19 is highly skewed (γ1 = -43.73386505) Skewed
Attr20 is highly skewed (γ1 = 42.17453744) Skewed
Attr23 is highly skewed (γ1 = -43.85026137) Skewed
Attr30 is highly skewed (γ1 = 53.72805859) Skewed
Attr31 is highly skewed (γ1 = -46.74941554) Skewed
Attr39 is highly skewed (γ1 = -51.86707877) Skewed
Attr42 is highly skewed (γ1 = -42.93526352) Skewed
Attr43 is highly skewed (γ1 = 35.68443432) Skewed
Attr44 is highly skewed (γ1 = 39.22026419) Skewed
Attr49 is highly skewed (γ1 = -45.61222902) Skewed
Attr55 is highly skewed (γ1 = 28.72662642) Skewed
Attr56 is highly skewed (γ1 = -52.9786596) Skewed
Attr58 is highly skewed (γ1 = 36.32546838) Skewed
Attr62 is highly skewed (γ1 = 66.39821899) Skewed
id is uniformly distributed Uniform
Attr1 is uniformly distributed Uniform
Attr2 is uniformly distributed Uniform
Attr3 is uniformly distributed Uniform
Attr4 is uniformly distributed Uniform
Attr5 is uniformly distributed Uniform
Attr7 is uniformly distributed Uniform
Attr8 is uniformly distributed Uniform
Attr9 is uniformly distributed Uniform
Attr10 is uniformly distributed Uniform
Attr11 is uniformly distributed Uniform
Attr12 is uniformly distributed Uniform
Attr14 is uniformly distributed Uniform
Attr15 is uniformly distributed Uniform
Attr16 is uniformly distributed Uniform
Attr17 is uniformly distributed Uniform
Attr18 is uniformly distributed Uniform
Attr25 is uniformly distributed Uniform
Attr26 is uniformly distributed Uniform
Attr29 is uniformly distributed Uniform
Attr32 is uniformly distributed Uniform
Attr33 is uniformly distributed Uniform
Attr34 is uniformly distributed Uniform
Attr35 is uniformly distributed Uniform
Attr36 is uniformly distributed Uniform
Attr38 is uniformly distributed Uniform
Attr40 is uniformly distributed Uniform
Attr46 is uniformly distributed Uniform
Attr50 is uniformly distributed Uniform
Attr51 is uniformly distributed Uniform
Attr52 is uniformly distributed Uniform
Attr61 is uniformly distributed Uniform
Attr63 is uniformly distributed Uniform
id has unique values Unique
Attr20 has 268 (4.5%) zeros Zeros
Attr42 has 542 (9.2%) zeros Zeros
Attr49 has 108 (1.8%) zeros Zeros

Reproduction

Analysis started2021-05-01 02:47:57.802148
Analysis finished2021-05-01 02:49:23.188156
Duration1 minute and 25.39 seconds
Software versionpandas-profiling v2.11.0
Download configurationconfig.yaml

Variables

id
Real number (ℝ≥0)

UNIFORM
UNIQUE

Distinct5910
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2955.5
Minimum1
Maximum5910
Zeros0
Zeros (%)0.0%
Memory size46.3 KiB

Quantile statistics

Minimum1
5-th percentile296.45
Q11478.25
median2955.5
Q34432.75
95-th percentile5614.55
Maximum5910
Range5909
Interquartile range (IQR)2954.5

Descriptive statistics

Standard deviation1706.214377
Coefficient of variation (CV)0.5773014302
Kurtosis-1.2
Mean2955.5
Median Absolute Deviation (MAD)1477.5
Skewness0
Sum17467005
Variance2911167.5
MonotocityStrictly increasing
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
20471
 
< 0.1%
27081
 
< 0.1%
26961
 
< 0.1%
6491
 
< 0.1%
47471
 
< 0.1%
27001
 
< 0.1%
6531
 
< 0.1%
47511
 
< 0.1%
27041
 
< 0.1%
6571
 
< 0.1%
Other values (5900)5900
99.8%
ValueCountFrequency (%)
11
< 0.1%
21
< 0.1%
31
< 0.1%
41
< 0.1%
51
< 0.1%
ValueCountFrequency (%)
59101
< 0.1%
59091
< 0.1%
59081
< 0.1%
59071
< 0.1%
59061
< 0.1%

Attr1
Categorical

HIGH CARDINALITY
UNIFORM

Distinct5623
Distinct (%)95.1%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
0
 
37
?
 
3
0.046239
 
3
0.22288
 
3
0.10292
 
3
Other values (5618)
5861 

Length

Max length9
Median length8
Mean length7.656852792
Min length1

Characters and Unicode

Total characters45252
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5384 ?
Unique (%)91.1%

Sample

1st row0.088238
2nd row-0.006202
3rd row0.13024
4th row-0.089951
5th row0.048179
ValueCountFrequency (%)
037
 
0.6%
?3
 
0.1%
0.0462393
 
0.1%
0.222883
 
0.1%
0.102923
 
0.1%
0.1463
 
0.1%
0.147153
 
0.1%
-0.0365233
 
0.1%
0.0060963
 
0.1%
0.0495133
 
0.1%
Other values (5613)5846
98.9%
Histogram of lengths of the category
ValueCountFrequency (%)
037
 
0.6%
3
 
0.1%
0.0060963
 
0.1%
0.0339093
 
0.1%
0.120123
 
0.1%
0.181223
 
0.1%
0.153553
 
0.1%
0.0365233
 
0.1%
0.1463
 
0.1%
0.0462393
 
0.1%
Other values (5556)5846
98.9%

Most occurring characters

ValueCountFrequency (%)
011839
26.2%
.5870
13.0%
14343
 
9.6%
23265
 
7.2%
33059
 
6.8%
42733
 
6.0%
52730
 
6.0%
62639
 
5.8%
92525
 
5.6%
72511
 
5.5%
Other values (3)3738
 
8.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number38144
84.3%
Other Punctuation5873
 
13.0%
Dash Punctuation1235
 
2.7%

Most frequent character per category

ValueCountFrequency (%)
011839
31.0%
14343
 
11.4%
23265
 
8.6%
33059
 
8.0%
42733
 
7.2%
52730
 
7.2%
62639
 
6.9%
92525
 
6.6%
72511
 
6.6%
82500
 
6.6%
ValueCountFrequency (%)
.5870
99.9%
?3
 
0.1%
ValueCountFrequency (%)
-1235
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common45252
100.0%

Most frequent character per script

ValueCountFrequency (%)
011839
26.2%
.5870
13.0%
14343
 
9.6%
23265
 
7.2%
33059
 
6.8%
42733
 
6.0%
52730
 
6.0%
62639
 
5.8%
92525
 
5.6%
72511
 
5.5%
Other values (3)3738
 
8.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII45252
100.0%

Most frequent character per block

ValueCountFrequency (%)
011839
26.2%
.5870
13.0%
14343
 
9.6%
23265
 
7.2%
33059
 
6.8%
42733
 
6.0%
52730
 
6.0%
62639
 
5.8%
92525
 
5.6%
72511
 
5.5%
Other values (3)3738
 
8.3%

Attr2
Categorical

HIGH CARDINALITY
UNIFORM

Distinct5620
Distinct (%)95.1%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
0
 
16
0.34249
 
3
0.42956
 
3
0.38526
 
3
0.13074
 
3
Other values (5615)
5882 

Length

Max length8
Median length7
Mean length6.885786802
Min length1

Characters and Unicode

Total characters40695
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5362 ?
Unique (%)90.7%

Sample

1st row0.55472
2nd row0.48465
3rd row0.22142
4th row0.887
5th row0.55041
ValueCountFrequency (%)
016
 
0.3%
0.342493
 
0.1%
0.429563
 
0.1%
0.385263
 
0.1%
0.130743
 
0.1%
1.02083
 
0.1%
?3
 
0.1%
0.607743
 
0.1%
0.430913
 
0.1%
0.22283
 
0.1%
Other values (5610)5867
99.3%
Histogram of lengths of the category
ValueCountFrequency (%)
016
 
0.3%
3
 
0.1%
0.577153
 
0.1%
0.342493
 
0.1%
0.385263
 
0.1%
0.283333
 
0.1%
0.659983
 
0.1%
0.130743
 
0.1%
0.719493
 
0.1%
0.250593
 
0.1%
Other values (5610)5867
99.3%

Most occurring characters

ValueCountFrequency (%)
07770
19.1%
.5891
14.5%
13263
8.0%
53241
8.0%
43180
7.8%
33164
7.8%
23135
7.7%
62973
 
7.3%
72829
 
7.0%
82683
 
6.6%
Other values (3)2566
 
6.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number34800
85.5%
Other Punctuation5894
 
14.5%
Dash Punctuation1
 
< 0.1%

Most frequent character per category

ValueCountFrequency (%)
07770
22.3%
13263
9.4%
53241
9.3%
43180
9.1%
33164
9.1%
23135
9.0%
62973
 
8.5%
72829
 
8.1%
82683
 
7.7%
92562
 
7.4%
ValueCountFrequency (%)
.5891
99.9%
?3
 
0.1%
ValueCountFrequency (%)
-1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common40695
100.0%

Most frequent character per script

ValueCountFrequency (%)
07770
19.1%
.5891
14.5%
13263
8.0%
53241
8.0%
43180
7.8%
33164
7.8%
23135
7.7%
62973
 
7.3%
72829
 
7.0%
82683
 
6.6%
Other values (3)2566
 
6.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII40695
100.0%

Most frequent character per block

ValueCountFrequency (%)
07770
19.1%
.5891
14.5%
13263
8.0%
53241
8.0%
43180
7.8%
33164
7.8%
23135
7.7%
62973
 
7.3%
72829
 
7.0%
82683
 
6.6%
Other values (3)2566
 
6.3%

Attr3
Categorical

HIGH CARDINALITY
UNIFORM

Distinct5654
Distinct (%)95.7%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
1
 
6
?
 
3
0.1249
 
3
0.5175
 
3
0.20028
 
3
Other values (5649)
5892 

Length

Max length9
Median length7
Mean length7.274619289
Min length1

Characters and Unicode

Total characters42993
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5408 ?
Unique (%)91.5%

Sample

1st row0.01134
2nd row0.23298
3rd row0.57751
4th row0.26927
5th row0.10765
ValueCountFrequency (%)
16
 
0.1%
?3
 
0.1%
0.12493
 
0.1%
0.51753
 
0.1%
0.200283
 
0.1%
0.0752233
 
0.1%
0.599753
 
0.1%
0.617062
 
< 0.1%
0.0554742
 
< 0.1%
-0.571372
 
< 0.1%
Other values (5644)5880
99.5%
Histogram of lengths of the category
ValueCountFrequency (%)
16
 
0.1%
0.51753
 
0.1%
3
 
0.1%
0.117083
 
0.1%
0.12493
 
0.1%
0.599753
 
0.1%
0.200283
 
0.1%
0.18533
 
0.1%
0.0752233
 
0.1%
0.10372
 
< 0.1%
Other values (5593)5878
99.5%

Most occurring characters

ValueCountFrequency (%)
08970
20.9%
.5900
13.7%
13709
8.6%
23508
 
8.2%
33313
 
7.7%
43119
 
7.3%
52989
 
7.0%
62693
 
6.3%
72576
 
6.0%
92547
 
5.9%
Other values (3)3669
8.5%

Most occurring categories

ValueCountFrequency (%)
Decimal Number35936
83.6%
Other Punctuation5903
 
13.7%
Dash Punctuation1154
 
2.7%

Most frequent character per category

ValueCountFrequency (%)
08970
25.0%
13709
10.3%
23508
 
9.8%
33313
 
9.2%
43119
 
8.7%
52989
 
8.3%
62693
 
7.5%
72576
 
7.2%
92547
 
7.1%
82512
 
7.0%
ValueCountFrequency (%)
.5900
99.9%
?3
 
0.1%
ValueCountFrequency (%)
-1154
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common42993
100.0%

Most frequent character per script

ValueCountFrequency (%)
08970
20.9%
.5900
13.7%
13709
8.6%
23508
 
8.2%
33313
 
7.7%
43119
 
7.3%
52989
 
7.0%
62693
 
6.3%
72576
 
6.0%
92547
 
5.9%
Other values (3)3669
8.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII42993
100.0%

Most frequent character per block

ValueCountFrequency (%)
08970
20.9%
.5900
13.7%
13709
8.6%
23508
 
8.2%
33313
 
7.7%
43119
 
7.3%
52989
 
7.0%
62693
 
6.3%
72576
 
6.0%
92547
 
5.9%
Other values (3)3669
8.5%

Attr4
Categorical

HIGH CARDINALITY
UNIFORM

Distinct5467
Distinct (%)92.5%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
?
 
21
1.5094
 
4
2.8381
 
3
1.0344
 
3
1.0507
 
3
Other values (5462)
5876 

Length

Max length8
Median length6
Mean length6.068527919
Min length1

Characters and Unicode

Total characters35865
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5080 ?
Unique (%)86.0%

Sample

1st row1.0205
2nd row1.5998
3rd row3.6082
4th row1.5222
5th row1.2437
ValueCountFrequency (%)
?21
 
0.4%
1.50944
 
0.1%
2.83813
 
0.1%
1.03443
 
0.1%
1.05073
 
0.1%
1.64223
 
0.1%
1.15343
 
0.1%
1.66563
 
0.1%
1.71373
 
0.1%
1.28513
 
0.1%
Other values (5457)5861
99.2%
Histogram of lengths of the category
ValueCountFrequency (%)
21
 
0.4%
1.50944
 
0.1%
1.15013
 
0.1%
1.15343
 
0.1%
1.23373
 
0.1%
1.64223
 
0.1%
1.04723
 
0.1%
1.62983
 
0.1%
1.54283
 
0.1%
2.16843
 
0.1%
Other values (5457)5861
99.2%

Most occurring characters

ValueCountFrequency (%)
.5888
16.4%
15072
14.1%
23492
9.7%
03061
8.5%
33020
8.4%
52682
7.5%
42664
7.4%
72530
7.1%
62525
7.0%
92524
7.0%
Other values (3)2407
6.7%

Most occurring categories

ValueCountFrequency (%)
Decimal Number29955
83.5%
Other Punctuation5909
 
16.5%
Dash Punctuation1
 
< 0.1%

Most frequent character per category

ValueCountFrequency (%)
15072
16.9%
23492
11.7%
03061
10.2%
33020
10.1%
52682
9.0%
42664
8.9%
72530
8.4%
62525
8.4%
92524
8.4%
82385
8.0%
ValueCountFrequency (%)
.5888
99.6%
?21
 
0.4%
ValueCountFrequency (%)
-1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common35865
100.0%

Most frequent character per script

ValueCountFrequency (%)
.5888
16.4%
15072
14.1%
23492
9.7%
03061
8.5%
33020
8.4%
52682
7.5%
42664
7.4%
72530
7.1%
62525
7.0%
92524
7.0%
Other values (3)2407
6.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII35865
100.0%

Most frequent character per block

ValueCountFrequency (%)
.5888
16.4%
15072
14.1%
23492
9.7%
03061
8.5%
33020
8.4%
52682
7.5%
42664
7.4%
72530
7.1%
62525
7.0%
92524
7.0%
Other values (3)2407
6.7%

Attr5
Categorical

HIGH CARDINALITY
UNIFORM

Distinct5779
Distinct (%)97.8%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
?
 
11
33.352
 
3
0
 
3
-81.428
 
2
52.287
 
2
Other values (5774)
5889 

Length

Max length9
Median length6
Mean length6.387648054
Min length1

Characters and Unicode

Total characters37751
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5659 ?
Unique (%)95.8%

Sample

1st row-66.52
2nd row6.1825
3rd row120.04
4th row-55.992
5th row-22.959
ValueCountFrequency (%)
?11
 
0.2%
33.3523
 
0.1%
03
 
0.1%
-81.4282
 
< 0.1%
52.2872
 
< 0.1%
152.782
 
< 0.1%
-7.81272
 
< 0.1%
-6.08792
 
< 0.1%
123.292
 
< 0.1%
-131.012
 
< 0.1%
Other values (5769)5879
99.5%
Histogram of lengths of the category
ValueCountFrequency (%)
11
 
0.2%
25.6963
 
0.1%
03
 
0.1%
33.3523
 
0.1%
27.033
 
0.1%
52.9223
 
0.1%
21.4263
 
0.1%
132.032
 
< 0.1%
103.412
 
< 0.1%
209.052
 
< 0.1%
Other values (5697)5875
99.4%

Most occurring characters

ValueCountFrequency (%)
.5859
15.5%
14058
10.7%
23392
9.0%
33260
8.6%
43001
7.9%
-2921
7.7%
52863
7.6%
72710
7.2%
62682
7.1%
82561
6.8%
Other values (3)4444
11.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number28960
76.7%
Other Punctuation5870
 
15.5%
Dash Punctuation2921
 
7.7%

Most frequent character per category

ValueCountFrequency (%)
14058
14.0%
23392
11.7%
33260
11.3%
43001
10.4%
52863
9.9%
72710
9.4%
62682
9.3%
82561
8.8%
92533
8.7%
01900
6.6%
ValueCountFrequency (%)
.5859
99.8%
?11
 
0.2%
ValueCountFrequency (%)
-2921
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common37751
100.0%

Most frequent character per script

ValueCountFrequency (%)
.5859
15.5%
14058
10.7%
23392
9.0%
33260
8.6%
43001
7.9%
-2921
7.7%
52863
7.6%
72710
7.2%
62682
7.1%
82561
6.8%
Other values (3)4444
11.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII37751
100.0%

Most frequent character per block

ValueCountFrequency (%)
.5859
15.5%
14058
10.7%
23392
9.0%
33260
8.6%
43001
7.9%
-2921
7.7%
52863
7.6%
72710
7.2%
62682
7.1%
82561
6.8%
Other values (3)4444
11.8%

Attr6
Categorical

HIGH CARDINALITY

Distinct3540
Distinct (%)59.9%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
0
2274 
-0.15083
 
3
?
 
3
0.39721
 
3
0.13521
 
3
Other values (3535)
3624 

Length

Max length9
Median length7
Mean length5.040101523
Min length1

Characters and Unicode

Total characters29787
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique3446 ?
Unique (%)58.3%

Sample

1st row0.34204
2nd row0
3rd row0.18764
4th row-0.073957
5th row0
ValueCountFrequency (%)
02274
38.5%
-0.150833
 
0.1%
?3
 
0.1%
0.397213
 
0.1%
0.135213
 
0.1%
0.109162
 
< 0.1%
-0.158212
 
< 0.1%
0.195782
 
< 0.1%
-0.180642
 
< 0.1%
0.111272
 
< 0.1%
Other values (3530)3614
61.2%
Histogram of lengths of the category
ValueCountFrequency (%)
02274
38.5%
3
 
0.1%
0.397213
 
0.1%
0.135213
 
0.1%
0.150833
 
0.1%
0.130082
 
< 0.1%
0.0198362
 
< 0.1%
0.337792
 
< 0.1%
0.158722
 
< 0.1%
0.150822
 
< 0.1%
Other values (3503)3614
61.2%

Most occurring characters

ValueCountFrequency (%)
08484
28.5%
.3633
12.2%
12540
 
8.5%
22212
 
7.4%
31915
 
6.4%
41793
 
6.0%
61674
 
5.6%
51643
 
5.5%
81571
 
5.3%
71509
 
5.1%
Other values (3)2813
 
9.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number24803
83.3%
Other Punctuation3636
 
12.2%
Dash Punctuation1348
 
4.5%

Most frequent character per category

ValueCountFrequency (%)
08484
34.2%
12540
 
10.2%
22212
 
8.9%
31915
 
7.7%
41793
 
7.2%
61674
 
6.7%
51643
 
6.6%
81571
 
6.3%
71509
 
6.1%
91462
 
5.9%
ValueCountFrequency (%)
.3633
99.9%
?3
 
0.1%
ValueCountFrequency (%)
-1348
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common29787
100.0%

Most frequent character per script

ValueCountFrequency (%)
08484
28.5%
.3633
12.2%
12540
 
8.5%
22212
 
7.4%
31915
 
6.4%
41793
 
6.0%
61674
 
5.6%
51643
 
5.5%
81571
 
5.3%
71509
 
5.1%
Other values (3)2813
 
9.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII29787
100.0%

Most frequent character per block

ValueCountFrequency (%)
08484
28.5%
.3633
12.2%
12540
 
8.5%
22212
 
7.4%
31915
 
6.4%
41793
 
6.0%
61674
 
5.6%
51643
 
5.5%
81571
 
5.3%
71509
 
5.1%
Other values (3)2813
 
9.4%

Attr7
Categorical

HIGH CARDINALITY
UNIFORM

Distinct5653
Distinct (%)95.7%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
0
 
5
0.061715
 
3
0.15912
 
3
0.14684
 
3
0.15648
 
3
Other values (5648)
5893 

Length

Max length9
Median length8
Mean length7.63891709
Min length1

Characters and Unicode

Total characters45146
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5412 ?
Unique (%)91.6%

Sample

1st row0.10949
2nd row-0.006202
3rd row0.16212
4th row-0.089951
5th row0.05928
ValueCountFrequency (%)
05
 
0.1%
0.0617153
 
0.1%
0.159123
 
0.1%
0.146843
 
0.1%
0.156483
 
0.1%
0.204363
 
0.1%
-0.0365233
 
0.1%
0.244283
 
0.1%
0.0323893
 
0.1%
-0.138363
 
0.1%
Other values (5643)5878
99.5%
Histogram of lengths of the category
ValueCountFrequency (%)
05
 
0.1%
0.138364
 
0.1%
3
 
0.1%
0.244283
 
0.1%
0.159123
 
0.1%
0.121333
 
0.1%
0.146843
 
0.1%
0.219383
 
0.1%
0.104693
 
0.1%
0.143823
 
0.1%
Other values (5579)5877
99.4%

Most occurring characters

ValueCountFrequency (%)
011479
25.4%
.5902
13.1%
14364
 
9.7%
23499
 
7.8%
33077
 
6.8%
42805
 
6.2%
62635
 
5.8%
52613
 
5.8%
92519
 
5.6%
82516
 
5.6%
Other values (3)3737
 
8.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number38016
84.2%
Other Punctuation5905
 
13.1%
Dash Punctuation1225
 
2.7%

Most frequent character per category

ValueCountFrequency (%)
011479
30.2%
14364
 
11.5%
23499
 
9.2%
33077
 
8.1%
42805
 
7.4%
62635
 
6.9%
52613
 
6.9%
92519
 
6.6%
82516
 
6.6%
72509
 
6.6%
ValueCountFrequency (%)
.5902
99.9%
?3
 
0.1%
ValueCountFrequency (%)
-1225
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common45146
100.0%

Most frequent character per script

ValueCountFrequency (%)
011479
25.4%
.5902
13.1%
14364
 
9.7%
23499
 
7.8%
33077
 
6.8%
42805
 
6.2%
62635
 
5.8%
52613
 
5.8%
92519
 
5.6%
82516
 
5.6%
Other values (3)3737
 
8.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII45146
100.0%

Most frequent character per block

ValueCountFrequency (%)
011479
25.4%
.5902
13.1%
14364
 
9.7%
23499
 
7.8%
33077
 
6.8%
42805
 
6.2%
62635
 
5.8%
52613
 
5.8%
92519
 
5.6%
82516
 
5.6%
Other values (3)3737
 
8.3%

Attr8
Categorical

HIGH CARDINALITY
UNIFORM

Distinct5636
Distinct (%)95.4%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
?
 
18
1.2376
 
4
1.1634
 
4
2.9906
 
3
1.3062
 
3
Other values (5631)
5878 

Length

Max length9
Median length6
Mean length6.425211506
Min length1

Characters and Unicode

Total characters37973
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5396 ?
Unique (%)91.3%

Sample

1st row0.57752
2nd row1.0634
3rd row3.059
4th row0.1274
5th row0.81682
ValueCountFrequency (%)
?18
 
0.3%
1.23764
 
0.1%
1.16344
 
0.1%
2.99063
 
0.1%
1.30623
 
0.1%
1.65013
 
0.1%
2.96323
 
0.1%
1.91983
 
0.1%
1.09683
 
0.1%
0.336283
 
0.1%
Other values (5626)5863
99.2%
Histogram of lengths of the category
ValueCountFrequency (%)
18
 
0.3%
1.16344
 
0.1%
1.23764
 
0.1%
1.30623
 
0.1%
1.09683
 
0.1%
1.82453
 
0.1%
2.99063
 
0.1%
2.76033
 
0.1%
2.11713
 
0.1%
0.336283
 
0.1%
Other values (5623)5863
99.2%

Most occurring characters

ValueCountFrequency (%)
.5888
15.5%
04812
12.7%
14234
11.2%
23320
8.7%
33173
8.4%
52898
7.6%
42862
7.5%
62696
7.1%
72662
7.0%
92549
6.7%
Other values (3)2879
7.6%

Most occurring categories

ValueCountFrequency (%)
Decimal Number31741
83.6%
Other Punctuation5906
 
15.6%
Dash Punctuation326
 
0.9%

Most frequent character per category

ValueCountFrequency (%)
04812
15.2%
14234
13.3%
23320
10.5%
33173
10.0%
52898
9.1%
42862
9.0%
62696
8.5%
72662
8.4%
92549
8.0%
82535
8.0%
ValueCountFrequency (%)
.5888
99.7%
?18
 
0.3%
ValueCountFrequency (%)
-326
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common37973
100.0%

Most frequent character per script

ValueCountFrequency (%)
.5888
15.5%
04812
12.7%
14234
11.2%
23320
8.7%
33173
8.4%
52898
7.6%
42862
7.5%
62696
7.1%
72662
7.0%
92549
6.7%
Other values (3)2879
7.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII37973
100.0%

Most frequent character per block

ValueCountFrequency (%)
.5888
15.5%
04812
12.7%
14234
11.2%
23320
8.7%
33173
8.4%
52898
7.6%
42862
7.5%
62696
7.1%
72662
7.0%
92549
6.7%
Other values (3)2879
7.6%

Attr9
Categorical

HIGH CARDINALITY
UNIFORM

Distinct4824
Distinct (%)81.6%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
1.0277
 
8
1.0488
 
7
1.0506
 
6
1.0392
 
6
1.0117
 
6
Other values (4819)
5877 

Length

Max length8
Median length6
Mean length6.099323181
Min length1

Characters and Unicode

Total characters36047
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique4061 ?
Unique (%)68.7%

Sample

1st row1.0881
2nd row1.2757
3rd row1.1415
4th row1.2754
5th row1.515
ValueCountFrequency (%)
1.02778
 
0.1%
1.04887
 
0.1%
1.05066
 
0.1%
1.03926
 
0.1%
1.01176
 
0.1%
1.03766
 
0.1%
1.12845
 
0.1%
1.00855
 
0.1%
1.00665
 
0.1%
1.04825
 
0.1%
Other values (4814)5851
99.0%
Histogram of lengths of the category
ValueCountFrequency (%)
1.02778
 
0.1%
1.04887
 
0.1%
1.03926
 
0.1%
1.01176
 
0.1%
1.03766
 
0.1%
1.05066
 
0.1%
1.01025
 
0.1%
1.00775
 
0.1%
1.01645
 
0.1%
1.02195
 
0.1%
Other values (4814)5851
99.0%

Most occurring characters

ValueCountFrequency (%)
16166
17.1%
.5909
16.4%
04189
11.6%
23132
8.7%
92638
7.3%
32623
7.3%
82317
 
6.4%
42307
 
6.4%
52273
 
6.3%
62259
 
6.3%
Other values (3)2234
 
6.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number30136
83.6%
Other Punctuation5910
 
16.4%
Dash Punctuation1
 
< 0.1%

Most frequent character per category

ValueCountFrequency (%)
16166
20.5%
04189
13.9%
23132
10.4%
92638
8.8%
32623
8.7%
82317
 
7.7%
42307
 
7.7%
52273
 
7.5%
62259
 
7.5%
72232
 
7.4%
ValueCountFrequency (%)
.5909
> 99.9%
?1
 
< 0.1%
ValueCountFrequency (%)
-1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common36047
100.0%

Most frequent character per script

ValueCountFrequency (%)
16166
17.1%
.5909
16.4%
04189
11.6%
23132
8.7%
92638
7.3%
32623
7.3%
82317
 
6.4%
42307
 
6.4%
52273
 
6.3%
62259
 
6.3%
Other values (3)2234
 
6.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII36047
100.0%

Most frequent character per block

ValueCountFrequency (%)
16166
17.1%
.5909
16.4%
04189
11.6%
23132
8.7%
92638
7.3%
32623
7.3%
82317
 
6.4%
42307
 
6.4%
52273
 
6.3%
62259
 
6.3%
Other values (3)2234
 
6.2%

Attr10
Categorical

HIGH CARDINALITY
UNIFORM

Distinct5613
Distinct (%)95.0%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
1
 
9
0.82798
 
4
0.34971
 
3
0.71667
 
3
0.74941
 
3
Other values (5608)
5888 

Length

Max length9
Median length7
Mean length6.975634518
Min length1

Characters and Unicode

Total characters41226
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5337 ?
Unique (%)90.3%

Sample

1st row0.32036
2nd row0.51535
3rd row0.67731
4th row0.113
5th row0.44959
ValueCountFrequency (%)
19
 
0.2%
0.827984
 
0.1%
0.349713
 
0.1%
0.716673
 
0.1%
0.749413
 
0.1%
0.537443
 
0.1%
0.657513
 
0.1%
?3
 
0.1%
0.747683
 
0.1%
0.841573
 
0.1%
Other values (5603)5873
99.4%
Histogram of lengths of the category
ValueCountFrequency (%)
19
 
0.2%
0.827984
 
0.1%
3
 
0.1%
0.657513
 
0.1%
0.537443
 
0.1%
0.422853
 
0.1%
0.77723
 
0.1%
0.749413
 
0.1%
0.349713
 
0.1%
0.716673
 
0.1%
Other values (5598)5873
99.4%

Most occurring characters

ValueCountFrequency (%)
07876
19.1%
.5897
14.3%
53226
7.8%
43197
7.8%
63138
 
7.6%
33092
 
7.5%
73079
 
7.5%
23009
 
7.3%
82906
 
7.0%
12768
 
6.7%
Other values (3)3038
 
7.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number35001
84.9%
Other Punctuation5900
 
14.3%
Dash Punctuation325
 
0.8%

Most frequent character per category

ValueCountFrequency (%)
07876
22.5%
53226
9.2%
43197
9.1%
63138
 
9.0%
33092
 
8.8%
73079
 
8.8%
23009
 
8.6%
82906
 
8.3%
12768
 
7.9%
92710
 
7.7%
ValueCountFrequency (%)
.5897
99.9%
?3
 
0.1%
ValueCountFrequency (%)
-325
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common41226
100.0%

Most frequent character per script

ValueCountFrequency (%)
07876
19.1%
.5897
14.3%
53226
7.8%
43197
7.8%
63138
 
7.6%
33092
 
7.5%
73079
 
7.5%
23009
 
7.3%
82906
 
7.0%
12768
 
6.7%
Other values (3)3038
 
7.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII41226
100.0%

Most frequent character per block

ValueCountFrequency (%)
07876
19.1%
.5897
14.3%
53226
7.8%
43197
7.8%
63138
 
7.6%
33092
 
7.5%
73079
 
7.5%
23009
 
7.3%
82906
 
7.0%
12768
 
6.7%
Other values (3)3038
 
7.4%

Attr11
Categorical

HIGH CARDINALITY
UNIFORM

Distinct5668
Distinct (%)95.9%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
0
 
5
0.14822
 
4
0.16472
 
3
0.07074
 
3
0.25708
 
3
Other values (5663)
5892 

Length

Max length9
Median length8
Mean length7.587309645
Min length1

Characters and Unicode

Total characters44841
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5442 ?
Unique (%)92.1%

Sample

1st row0.10949
2nd row0.001329
3rd row0.16212
4th row-0.080792
5th row0.09199
ValueCountFrequency (%)
05
 
0.1%
0.148224
 
0.1%
0.164723
 
0.1%
0.070743
 
0.1%
0.257083
 
0.1%
0.134073
 
0.1%
0.0930623
 
0.1%
0.142623
 
0.1%
0.114963
 
0.1%
?3
 
0.1%
Other values (5658)5877
99.4%
Histogram of lengths of the category
ValueCountFrequency (%)
05
 
0.1%
0.148224
 
0.1%
3
 
0.1%
0.125273
 
0.1%
0.0930623
 
0.1%
0.120483
 
0.1%
0.070743
 
0.1%
0.166773
 
0.1%
0.114963
 
0.1%
0.157393
 
0.1%
Other values (5602)5877
99.4%

Most occurring characters

ValueCountFrequency (%)
011106
24.8%
.5902
13.2%
14452
9.9%
23448
 
7.7%
33013
 
6.7%
42869
 
6.4%
52670
 
6.0%
92608
 
5.8%
72590
 
5.8%
62589
 
5.8%
Other values (3)3594
 
8.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number37858
84.4%
Other Punctuation5905
 
13.2%
Dash Punctuation1078
 
2.4%

Most frequent character per category

ValueCountFrequency (%)
011106
29.3%
14452
11.8%
23448
 
9.1%
33013
 
8.0%
42869
 
7.6%
52670
 
7.1%
92608
 
6.9%
72590
 
6.8%
62589
 
6.8%
82513
 
6.6%
ValueCountFrequency (%)
.5902
99.9%
?3
 
0.1%
ValueCountFrequency (%)
-1078
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common44841
100.0%

Most frequent character per script

ValueCountFrequency (%)
011106
24.8%
.5902
13.2%
14452
9.9%
23448
 
7.7%
33013
 
6.7%
42869
 
6.4%
52670
 
6.0%
92608
 
5.8%
72590
 
5.8%
62589
 
5.8%
Other values (3)3594
 
8.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII44841
100.0%

Most frequent character per block

ValueCountFrequency (%)
011106
24.8%
.5902
13.2%
14452
9.9%
23448
 
7.7%
33013
 
6.7%
42869
 
6.4%
52670
 
6.0%
92608
 
5.8%
72590
 
5.8%
62589
 
5.8%
Other values (3)3594
 
8.0%

Attr12
Categorical

HIGH CARDINALITY
UNIFORM

Distinct5686
Distinct (%)96.2%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
?
 
21
0.33264
 
3
0.10014
 
3
0.39858
 
3
-0.27936
 
3
Other values (5681)
5877 

Length

Max length9
Median length7
Mean length7.169373942
Min length1

Characters and Unicode

Total characters42371
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5489 ?
Unique (%)92.9%

Sample

1st row0.1976
2nd row-0.015967
3rd row0.73218
4th row-0.17445
5th row0.13419
ValueCountFrequency (%)
?21
 
0.4%
0.332643
 
0.1%
0.100143
 
0.1%
0.398583
 
0.1%
-0.279363
 
0.1%
0.464963
 
0.1%
0.206143
 
0.1%
-0.129943
 
0.1%
0.717833
 
0.1%
2.79142
 
< 0.1%
Other values (5676)5863
99.2%
Histogram of lengths of the category
ValueCountFrequency (%)
21
 
0.4%
0.332643
 
0.1%
0.717833
 
0.1%
0.129943
 
0.1%
0.279363
 
0.1%
0.116773
 
0.1%
0.464963
 
0.1%
0.398583
 
0.1%
0.223983
 
0.1%
0.206143
 
0.1%
Other values (5633)5862
99.2%

Most occurring characters

ValueCountFrequency (%)
08489
20.0%
.5888
13.9%
14179
9.9%
23514
8.3%
33064
 
7.2%
42894
 
6.8%
52858
 
6.7%
62619
 
6.2%
72615
 
6.2%
82531
 
6.0%
Other values (3)3720
8.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number35238
83.2%
Other Punctuation5909
 
13.9%
Dash Punctuation1224
 
2.9%

Most frequent character per category

ValueCountFrequency (%)
08489
24.1%
14179
11.9%
23514
10.0%
33064
 
8.7%
42894
 
8.2%
52858
 
8.1%
62619
 
7.4%
72615
 
7.4%
82531
 
7.2%
92475
 
7.0%
ValueCountFrequency (%)
.5888
99.6%
?21
 
0.4%
ValueCountFrequency (%)
-1224
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common42371
100.0%

Most frequent character per script

ValueCountFrequency (%)
08489
20.0%
.5888
13.9%
14179
9.9%
23514
8.3%
33064
 
7.2%
42894
 
6.8%
52858
 
6.7%
62619
 
6.2%
72615
 
6.2%
82531
 
6.0%
Other values (3)3720
8.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII42371
100.0%

Most frequent character per block

ValueCountFrequency (%)
08489
20.0%
.5888
13.9%
14179
9.9%
23514
8.3%
33064
 
7.2%
42894
 
6.8%
52858
 
6.7%
62619
 
6.2%
72615
 
6.2%
82531
 
6.0%
Other values (3)3720
8.8%

Attr13
Real number (ℝ)

SKEWED

Distinct5659
Distinct (%)95.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.3544199486
Minimum-310.34
Maximum2340.2
Zeros6
Zeros (%)0.1%
Memory size46.3 KiB

Quantile statistics

Minimum-310.34
5-th percentile-0.119389
Q10.0240025
median0.067775
Q30.1351075
95-th percentile0.3009045
Maximum2340.2
Range2650.54
Interquartile range (IQR)0.111105

Descriptive statistics

Standard deviation30.91877634
Coefficient of variation (CV)87.23768644
Kurtosis5555.470044
Mean0.3544199486
Median Absolute Deviation (MAD)0.050789
Skewness73.1341161
Sum2094.621896
Variance955.9707304
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
06
 
0.1%
0.122643
 
0.1%
0.169023
 
0.1%
0.162023
 
0.1%
0.113083
 
0.1%
0.0263453
 
0.1%
0.0854593
 
0.1%
0.109673
 
0.1%
0.128463
 
0.1%
0.137723
 
0.1%
Other values (5649)5877
99.4%
ValueCountFrequency (%)
-310.341
< 0.1%
-212.481
< 0.1%
-118.931
< 0.1%
-77.271
< 0.1%
-45.6941
< 0.1%
ValueCountFrequency (%)
2340.21
< 0.1%
78.191
< 0.1%
25.4691
< 0.1%
19.2961
< 0.1%
6.14941
< 0.1%

Attr14
Categorical

HIGH CARDINALITY
UNIFORM

Distinct5653
Distinct (%)95.7%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
0
 
5
0.21938
 
3
0.24428
 
3
?
 
3
0.23141
 
3
Other values (5648)
5893 

Length

Max length9
Median length8
Mean length7.638747885
Min length1

Characters and Unicode

Total characters45145
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5412 ?
Unique (%)91.6%

Sample

1st row0.10949
2nd row-0.006202
3rd row0.16212
4th row-0.089951
5th row0.05928
ValueCountFrequency (%)
05
 
0.1%
0.219383
 
0.1%
0.244283
 
0.1%
?3
 
0.1%
0.231413
 
0.1%
-0.138363
 
0.1%
0.0323893
 
0.1%
0.156483
 
0.1%
0.204363
 
0.1%
-0.0365233
 
0.1%
Other values (5643)5878
99.5%
Histogram of lengths of the category
ValueCountFrequency (%)
05
 
0.1%
0.138364
 
0.1%
3
 
0.1%
0.244283
 
0.1%
0.159123
 
0.1%
0.121333
 
0.1%
0.146843
 
0.1%
0.219383
 
0.1%
0.104693
 
0.1%
0.143823
 
0.1%
Other values (5579)5877
99.4%

Most occurring characters

ValueCountFrequency (%)
011477
25.4%
.5902
13.1%
14364
 
9.7%
23499
 
7.8%
33076
 
6.8%
42804
 
6.2%
62634
 
5.8%
52615
 
5.8%
92520
 
5.6%
82516
 
5.6%
Other values (3)3738
 
8.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number38015
84.2%
Other Punctuation5905
 
13.1%
Dash Punctuation1225
 
2.7%

Most frequent character per category

ValueCountFrequency (%)
011477
30.2%
14364
 
11.5%
23499
 
9.2%
33076
 
8.1%
42804
 
7.4%
62634
 
6.9%
52615
 
6.9%
92520
 
6.6%
82516
 
6.6%
72510
 
6.6%
ValueCountFrequency (%)
.5902
99.9%
?3
 
0.1%
ValueCountFrequency (%)
-1225
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common45145
100.0%

Most frequent character per script

ValueCountFrequency (%)
011477
25.4%
.5902
13.1%
14364
 
9.7%
23499
 
7.8%
33076
 
6.8%
42804
 
6.2%
62634
 
5.8%
52615
 
5.8%
92520
 
5.6%
82516
 
5.6%
Other values (3)3738
 
8.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII45145
100.0%

Most frequent character per block

ValueCountFrequency (%)
011477
25.4%
.5902
13.1%
14364
 
9.7%
23499
 
7.8%
33076
 
6.8%
42804
 
6.2%
62634
 
5.8%
52615
 
5.8%
92520
 
5.6%
82516
 
5.6%
Other values (3)3738
 
8.3%

Attr15
Categorical

HIGH CARDINALITY
UNIFORM

Distinct5691
Distinct (%)96.3%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
0
 
12
?
 
6
1302.2
 
3
1696.8
 
3
380.1
 
3
Other values (5686)
5883 

Length

Max length8
Median length6
Mean length5.922335025
Min length1

Characters and Unicode

Total characters35001
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5495 ?
Unique (%)93.0%

Sample

1st row1475.2
2nd row3693.4
3rd row431.75
4th row3020.5
5th row2386.1
ValueCountFrequency (%)
012
 
0.2%
?6
 
0.1%
1302.23
 
0.1%
1696.83
 
0.1%
380.13
 
0.1%
361.353
 
0.1%
448.063
 
0.1%
2069.43
 
0.1%
589.773
 
0.1%
765.43
 
0.1%
Other values (5681)5868
99.3%
Histogram of lengths of the category
ValueCountFrequency (%)
012
 
0.2%
6
 
0.1%
765.43
 
0.1%
380.13
 
0.1%
589.773
 
0.1%
2069.43
 
0.1%
13323
 
0.1%
448.063
 
0.1%
305.443
 
0.1%
361.353
 
0.1%
Other values (5646)5868
99.3%

Most occurring characters

ValueCountFrequency (%)
.5188
14.8%
14255
12.2%
23507
10.0%
33172
9.1%
42833
8.1%
52818
8.1%
62718
7.8%
72629
7.5%
82563
7.3%
92528
7.2%
Other values (3)2790
8.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number28935
82.7%
Other Punctuation5194
 
14.8%
Dash Punctuation872
 
2.5%

Most frequent character per category

ValueCountFrequency (%)
14255
14.7%
23507
12.1%
33172
11.0%
42833
9.8%
52818
9.7%
62718
9.4%
72629
9.1%
82563
8.9%
92528
8.7%
01912
6.6%
ValueCountFrequency (%)
.5188
99.9%
?6
 
0.1%
ValueCountFrequency (%)
-872
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common35001
100.0%

Most frequent character per script

ValueCountFrequency (%)
.5188
14.8%
14255
12.2%
23507
10.0%
33172
9.1%
42833
8.1%
52818
8.1%
62718
7.8%
72629
7.5%
82563
7.3%
92528
7.2%
Other values (3)2790
8.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII35001
100.0%

Most frequent character per block

ValueCountFrequency (%)
.5188
14.8%
14255
12.2%
23507
10.0%
33172
9.1%
42833
8.1%
52818
8.1%
62718
7.8%
72629
7.5%
82563
7.3%
92528
7.2%
Other values (3)2790
8.0%

Attr16
Categorical

HIGH CARDINALITY
UNIFORM

Distinct5700
Distinct (%)96.4%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
?
 
18
0.17638
 
3
0.61889
 
3
0.81463
 
3
1.195
 
3
Other values (5695)
5880 

Length

Max length9
Median length7
Mean length7.042639594
Min length1

Characters and Unicode

Total characters41622
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5512 ?
Unique (%)93.3%

Sample

1st row0.24742
2nd row0.098825
3rd row0.84539
4th row0.12084
5th row0.15297
ValueCountFrequency (%)
?18
 
0.3%
0.176383
 
0.1%
0.618893
 
0.1%
0.814633
 
0.1%
1.1953
 
0.1%
1.01013
 
0.1%
0.476873
 
0.1%
0.197582
 
< 0.1%
0.33962
 
< 0.1%
0.161682
 
< 0.1%
Other values (5690)5868
99.3%
Histogram of lengths of the category
ValueCountFrequency (%)
18
 
0.3%
1.01013
 
0.1%
0.814633
 
0.1%
0.274033
 
0.1%
0.476873
 
0.1%
0.176383
 
0.1%
1.1953
 
0.1%
0.618893
 
0.1%
0.199823
 
0.1%
0.397032
 
< 0.1%
Other values (5659)5866
99.3%

Most occurring characters

ValueCountFrequency (%)
08049
19.3%
.5892
14.2%
14305
10.3%
23451
8.3%
33102
 
7.5%
42828
 
6.8%
52737
 
6.6%
62685
 
6.5%
72610
 
6.3%
82561
 
6.2%
Other values (3)3402
8.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number34840
83.7%
Other Punctuation5910
 
14.2%
Dash Punctuation872
 
2.1%

Most frequent character per category

ValueCountFrequency (%)
08049
23.1%
14305
12.4%
23451
9.9%
33102
 
8.9%
42828
 
8.1%
52737
 
7.9%
62685
 
7.7%
72610
 
7.5%
82561
 
7.4%
92512
 
7.2%
ValueCountFrequency (%)
.5892
99.7%
?18
 
0.3%
ValueCountFrequency (%)
-872
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common41622
100.0%

Most frequent character per script

ValueCountFrequency (%)
08049
19.3%
.5892
14.2%
14305
10.3%
23451
8.3%
33102
 
7.5%
42828
 
6.8%
52737
 
6.6%
62685
 
6.5%
72610
 
6.3%
82561
 
6.2%
Other values (3)3402
8.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII41622
100.0%

Most frequent character per block

ValueCountFrequency (%)
08049
19.3%
.5892
14.2%
14305
10.3%
23451
8.3%
33102
 
7.5%
42828
 
6.8%
52737
 
6.6%
62685
 
6.5%
72610
 
6.3%
82561
 
6.2%
Other values (3)3402
8.2%

Attr17
Categorical

HIGH CARDINALITY
UNIFORM

Distinct5449
Distinct (%)92.2%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
?
 
18
1.9046
 
4
1.3363
 
4
1.5152
 
3
1.945
 
3
Other values (5444)
5878 

Length

Max length9
Median length6
Mean length5.924196277
Min length1

Characters and Unicode

Total characters35012
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5034 ?
Unique (%)85.2%

Sample

1st row1.8027
2nd row2.0634
3rd row4.5164
4th row1.1274
5th row1.8168
ValueCountFrequency (%)
?18
 
0.3%
1.90464
 
0.1%
1.33634
 
0.1%
1.51523
 
0.1%
1.9453
 
0.1%
1.13
 
0.1%
2.65013
 
0.1%
1.59553
 
0.1%
1.38993
 
0.1%
1.76733
 
0.1%
Other values (5439)5863
99.2%
Histogram of lengths of the category
ValueCountFrequency (%)
18
 
0.3%
1.33634
 
0.1%
1.90464
 
0.1%
1.01923
 
0.1%
1.28713
 
0.1%
1.3093
 
0.1%
1.55083
 
0.1%
1.96973
 
0.1%
1.76733
 
0.1%
1.18283
 
0.1%
Other values (5439)5863
99.2%

Most occurring characters

ValueCountFrequency (%)
.5889
16.8%
14957
14.2%
23724
10.6%
33166
9.0%
42782
7.9%
52649
7.6%
62520
7.2%
92432
6.9%
72426
6.9%
82377
6.8%
Other values (3)2090
 
6.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number29104
83.1%
Other Punctuation5907
 
16.9%
Dash Punctuation1
 
< 0.1%

Most frequent character per category

ValueCountFrequency (%)
14957
17.0%
23724
12.8%
33166
10.9%
42782
9.6%
52649
9.1%
62520
8.7%
92432
8.4%
72426
8.3%
82377
8.2%
02071
7.1%
ValueCountFrequency (%)
.5889
99.7%
?18
 
0.3%
ValueCountFrequency (%)
-1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common35012
100.0%

Most frequent character per script

ValueCountFrequency (%)
.5889
16.8%
14957
14.2%
23724
10.6%
33166
9.0%
42782
7.9%
52649
7.6%
62520
7.2%
92432
6.9%
72426
6.9%
82377
6.8%
Other values (3)2090
 
6.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII35012
100.0%

Most frequent character per block

ValueCountFrequency (%)
.5889
16.8%
14957
14.2%
23724
10.6%
33166
9.0%
42782
7.9%
52649
7.6%
62520
7.2%
92432
6.9%
72426
6.9%
82377
6.8%
Other values (3)2090
 
6.0%

Attr18
Categorical

HIGH CARDINALITY
UNIFORM

Distinct5653
Distinct (%)95.7%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
0
 
5
0.23141
 
3
-0.036523
 
3
0.21938
 
3
0.14684
 
3
Other values (5648)
5893 

Length

Max length9
Median length8
Mean length7.63857868
Min length1

Characters and Unicode

Total characters45144
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5412 ?
Unique (%)91.6%

Sample

1st row0.10949
2nd row-0.006202
3rd row0.16212
4th row-0.089951
5th row0.05928
ValueCountFrequency (%)
05
 
0.1%
0.231413
 
0.1%
-0.0365233
 
0.1%
0.219383
 
0.1%
0.146843
 
0.1%
0.0323893
 
0.1%
0.156483
 
0.1%
0.0617153
 
0.1%
?3
 
0.1%
0.159123
 
0.1%
Other values (5643)5878
99.5%
Histogram of lengths of the category
ValueCountFrequency (%)
05
 
0.1%
0.138364
 
0.1%
3
 
0.1%
0.244283
 
0.1%
0.159123
 
0.1%
0.121333
 
0.1%
0.146843
 
0.1%
0.219383
 
0.1%
0.104693
 
0.1%
0.143823
 
0.1%
Other values (5579)5877
99.4%

Most occurring characters

ValueCountFrequency (%)
011476
25.4%
.5902
13.1%
14364
 
9.7%
23500
 
7.8%
33076
 
6.8%
42804
 
6.2%
62634
 
5.8%
52616
 
5.8%
92519
 
5.6%
82516
 
5.6%
Other values (3)3737
 
8.3%

Most occurring categories

ValueCountFrequency (%)
Decimal Number38014
84.2%
Other Punctuation5905
 
13.1%
Dash Punctuation1225
 
2.7%

Most frequent character per category

ValueCountFrequency (%)
011476
30.2%
14364
 
11.5%
23500
 
9.2%
33076
 
8.1%
42804
 
7.4%
62634
 
6.9%
52616
 
6.9%
92519
 
6.6%
82516
 
6.6%
72509
 
6.6%
ValueCountFrequency (%)
.5902
99.9%
?3
 
0.1%
ValueCountFrequency (%)
-1225
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common45144
100.0%

Most frequent character per script

ValueCountFrequency (%)
011476
25.4%
.5902
13.1%
14364
 
9.7%
23500
 
7.8%
33076
 
6.8%
42804
 
6.2%
62634
 
5.8%
52616
 
5.8%
92519
 
5.6%
82516
 
5.6%
Other values (3)3737
 
8.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII45144
100.0%

Most frequent character per block

ValueCountFrequency (%)
011476
25.4%
.5902
13.1%
14364
 
9.7%
23500
 
7.8%
33076
 
6.8%
42804
 
6.2%
62634
 
5.8%
52616
 
5.8%
92519
 
5.6%
82516
 
5.6%
Other values (3)3737
 
8.3%

Attr19
Real number (ℝ)

HIGH CORRELATION
SKEWED

Distinct5675
Distinct (%)96.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.09024785127
Minimum-310.8
Maximum77.244
Zeros7
Zeros (%)0.1%
Memory size46.3 KiB

Quantile statistics

Minimum-310.8
5-th percentile-0.166904
Q10.00409825
median0.0352045
Q30.08841825
95-th percentile0.221144
Maximum77.244
Range388.044
Interquartile range (IQR)0.08432

Descriptive statistics

Standard deviation5.444891538
Coefficient of variation (CV)-60.33264461
Kurtosis2251.476689
Mean-0.09024785127
Median Absolute Deviation (MAD)0.039207
Skewness-43.73386505
Sum-533.364801
Variance29.64684386
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
07
 
0.1%
0.139433
 
0.1%
0.0897793
 
0.1%
0.0221833
 
0.1%
0.0663443
 
0.1%
0.10813
 
0.1%
-0.149163
 
0.1%
0.0377933
 
0.1%
0.0991363
 
0.1%
0.114173
 
0.1%
Other values (5665)5876
99.4%
ValueCountFrequency (%)
-310.81
< 0.1%
-213.761
< 0.1%
-118.931
< 0.1%
-84.3081
< 0.1%
-46.3931
< 0.1%
ValueCountFrequency (%)
77.2441
< 0.1%
25.3421
< 0.1%
18.0751
< 0.1%
6.03111
< 0.1%
4.51111
< 0.1%

Attr20
Real number (ℝ)

SKEWED
ZEROS

Distinct5392
Distinct (%)91.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean56.67198394
Minimum-29.34
Maximum9928.5
Zeros268
Zeros (%)4.5%
Memory size46.3 KiB

Quantile statistics

Minimum-29.34
5-th percentile0.1702765
Q118.28025
median38.618
Q367.6635
95-th percentile147.9795
Maximum9928.5
Range9957.84
Interquartile range (IQR)49.38325

Descriptive statistics

Standard deviation168.125493
Coefficient of variation (CV)2.966642092
Kurtosis2249.515141
Mean56.67198394
Median Absolute Deviation (MAD)23.1895
Skewness42.17453744
Sum334931.4251
Variance28266.1814
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0268
 
4.5%
1.55223
 
0.1%
69.5083
 
0.1%
100.193
 
0.1%
8.93653
 
0.1%
21.5683
 
0.1%
114.583
 
0.1%
82.8433
 
0.1%
32.6423
 
0.1%
16.6393
 
0.1%
Other values (5382)5615
95.0%
ValueCountFrequency (%)
-29.341
 
< 0.1%
0268
4.5%
7.6 × 1051
 
< 0.1%
0.0147521
 
< 0.1%
0.0148821
 
< 0.1%
ValueCountFrequency (%)
9928.51
< 0.1%
5772.41
< 0.1%
2245.21
< 0.1%
2065.31
< 0.1%
1679.81
< 0.1%

Attr21
Categorical

HIGH CARDINALITY

Distinct4421
Distinct (%)74.8%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
?
 
103
1.121
 
7
1.0022
 
6
1.0058
 
6
1.2193
 
6
Other values (4416)
5782 

Length

Max length9
Median length6
Mean length6.060575296
Min length1

Characters and Unicode

Total characters35818
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique3427 ?
Unique (%)58.0%

Sample

1st row1.1574
2nd row1.0158
3rd row1.2362
4th row1.0942
5th row0.99455
ValueCountFrequency (%)
?103
 
1.7%
1.1217
 
0.1%
1.00226
 
0.1%
1.00586
 
0.1%
1.21936
 
0.1%
1.07895
 
0.1%
1.10865
 
0.1%
1.11485
 
0.1%
1.0715
 
0.1%
1.06375
 
0.1%
Other values (4411)5757
97.4%
Histogram of lengths of the category
ValueCountFrequency (%)
103
 
1.7%
1.1217
 
0.1%
1.00586
 
0.1%
1.21936
 
0.1%
1.00226
 
0.1%
1.09425
 
0.1%
1.10865
 
0.1%
1.02335
 
0.1%
1.19065
 
0.1%
1.0715
 
0.1%
Other values (4411)5757
97.4%

Most occurring characters

ValueCountFrequency (%)
17119
19.9%
.5804
16.2%
04022
11.2%
22849
8.0%
92655
 
7.4%
32373
 
6.6%
82297
 
6.4%
42221
 
6.2%
72185
 
6.1%
52130
 
5.9%
Other values (3)2163
 
6.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number29908
83.5%
Other Punctuation5907
 
16.5%
Dash Punctuation3
 
< 0.1%

Most frequent character per category

ValueCountFrequency (%)
17119
23.8%
04022
13.4%
22849
9.5%
92655
 
8.9%
32373
 
7.9%
82297
 
7.7%
42221
 
7.4%
72185
 
7.3%
52130
 
7.1%
62057
 
6.9%
ValueCountFrequency (%)
.5804
98.3%
?103
 
1.7%
ValueCountFrequency (%)
-3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common35818
100.0%

Most frequent character per script

ValueCountFrequency (%)
17119
19.9%
.5804
16.2%
04022
11.2%
22849
8.0%
92655
 
7.4%
32373
 
6.6%
82297
 
6.4%
42221
 
6.2%
72185
 
6.1%
52130
 
5.9%
Other values (3)2163
 
6.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII35818
100.0%

Most frequent character per block

ValueCountFrequency (%)
17119
19.9%
.5804
16.2%
04022
11.2%
22849
8.0%
92655
 
7.4%
32373
 
6.6%
82297
 
6.4%
42221
 
6.2%
72185
 
6.1%
52130
 
5.9%
Other values (3)2163
 
6.0%

Attr22
Categorical

HIGH CARDINALITY

Distinct5145
Distinct (%)87.1%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
0
541 
0.11105
 
4
0.068154
 
3
0.17055
 
3
?
 
3
Other values (5140)
5356 

Length

Max length9
Median length8
Mean length6.989340102
Min length1

Characters and Unicode

Total characters41307
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique4931 ?
Unique (%)83.4%

Sample

1st row0.13523
2nd row0.001289
3rd row0.14586
4th row0
5th row0.067616
ValueCountFrequency (%)
0541
 
9.2%
0.111054
 
0.1%
0.0681543
 
0.1%
0.170553
 
0.1%
?3
 
0.1%
0.163723
 
0.1%
0.139613
 
0.1%
0.160783
 
0.1%
0.116843
 
0.1%
0.143713
 
0.1%
Other values (5135)5341
90.4%
Histogram of lengths of the category
ValueCountFrequency (%)
0541
 
9.2%
0.111054
 
0.1%
3
 
0.1%
0.160783
 
0.1%
0.116843
 
0.1%
0.170553
 
0.1%
0.123493
 
0.1%
0.139613
 
0.1%
0.108463
 
0.1%
0.0353133
 
0.1%
Other values (5105)5341
90.4%

Most occurring characters

ValueCountFrequency (%)
010761
26.1%
.5366
13.0%
13933
 
9.5%
22961
 
7.2%
32794
 
6.8%
42630
 
6.4%
52504
 
6.1%
62435
 
5.9%
82393
 
5.8%
72293
 
5.6%
Other values (3)3237
 
7.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number34994
84.7%
Other Punctuation5369
 
13.0%
Dash Punctuation944
 
2.3%

Most frequent character per category

ValueCountFrequency (%)
010761
30.8%
13933
 
11.2%
22961
 
8.5%
32794
 
8.0%
42630
 
7.5%
52504
 
7.2%
62435
 
7.0%
82393
 
6.8%
72293
 
6.6%
92290
 
6.5%
ValueCountFrequency (%)
.5366
99.9%
?3
 
0.1%
ValueCountFrequency (%)
-944
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common41307
100.0%

Most frequent character per script

ValueCountFrequency (%)
010761
26.1%
.5366
13.0%
13933
 
9.5%
22961
 
7.2%
32794
 
6.8%
42630
 
6.4%
52504
 
6.1%
62435
 
5.9%
82393
 
5.8%
72293
 
5.6%
Other values (3)3237
 
7.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII41307
100.0%

Most frequent character per block

ValueCountFrequency (%)
010761
26.1%
.5366
13.0%
13933
 
9.5%
22961
 
7.2%
32794
 
6.8%
42630
 
6.4%
52504
 
6.1%
62435
 
5.9%
82393
 
5.8%
72293
 
5.6%
Other values (3)3237
 
7.8%

Attr23
Real number (ℝ)

HIGH CORRELATION
SKEWED

Distinct5649
Distinct (%)95.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.09685629306
Minimum-310.89
Maximum77.244
Zeros40
Zeros (%)0.7%
Memory size46.3 KiB

Quantile statistics

Minimum-310.89
5-th percentile-0.166859
Q10.00257075
median0.0300995
Q30.07573375
95-th percentile0.199151
Maximum77.244
Range388.134
Interquartile range (IQR)0.073163

Descriptive statistics

Standard deviation5.41838586
Coefficient of variation (CV)-55.94252772
Kurtosis2269.01243
Mean-0.09685629306
Median Absolute Deviation (MAD)0.0338615
Skewness-43.85026137
Sum-572.420692
Variance29.35890532
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
040
 
0.7%
0.0001643
 
0.1%
0.0551573
 
0.1%
0.0700913
 
0.1%
0.0792053
 
0.1%
0.0007953
 
0.1%
-0.149163
 
0.1%
0.191433
 
0.1%
0.0532273
 
0.1%
0.0135342
 
< 0.1%
Other values (5639)5844
98.9%
ValueCountFrequency (%)
-310.891
< 0.1%
-209.91
< 0.1%
-118.931
< 0.1%
-84.3081
< 0.1%
-46.3931
< 0.1%
ValueCountFrequency (%)
77.2441
< 0.1%
25.2281
< 0.1%
18.0751
< 0.1%
5.42761
< 0.1%
4.43251
< 0.1%

Attr24
Categorical

HIGH CARDINALITY

Distinct5552
Distinct (%)93.9%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
?
 
135
0
 
15
0.73497
 
3
0.20734
 
3
1.4774
 
3
Other values (5547)
5751 

Length

Max length9
Median length7
Mean length7.156175973
Min length1

Characters and Unicode

Total characters42293
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5350 ?
Unique (%)90.5%

Sample

1st row0.41949
2nd row?
3rd row0.23566
4th row?
5th row0
ValueCountFrequency (%)
?135
 
2.3%
015
 
0.3%
0.734973
 
0.1%
0.207343
 
0.1%
1.47743
 
0.1%
0.461923
 
0.1%
0.192853
 
0.1%
0.37423
 
0.1%
0.124783
 
0.1%
0.130413
 
0.1%
Other values (5542)5736
97.1%
Histogram of lengths of the category
ValueCountFrequency (%)
135
 
2.3%
015
 
0.3%
0.224993
 
0.1%
0.306113
 
0.1%
0.165823
 
0.1%
0.134513
 
0.1%
0.448093
 
0.1%
0.264053
 
0.1%
1.47743
 
0.1%
0.734973
 
0.1%
Other values (5498)5736
97.1%

Most occurring characters

ValueCountFrequency (%)
08934
21.1%
.5760
13.6%
13861
9.1%
23534
 
8.4%
33148
 
7.4%
42974
 
7.0%
52707
 
6.4%
62620
 
6.2%
72481
 
5.9%
82464
 
5.8%
Other values (3)3810
9.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number35156
83.1%
Other Punctuation5895
 
13.9%
Dash Punctuation1242
 
2.9%

Most frequent character per category

ValueCountFrequency (%)
08934
25.4%
13861
11.0%
23534
 
10.1%
33148
 
9.0%
42974
 
8.5%
52707
 
7.7%
62620
 
7.5%
72481
 
7.1%
82464
 
7.0%
92433
 
6.9%
ValueCountFrequency (%)
.5760
97.7%
?135
 
2.3%
ValueCountFrequency (%)
-1242
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common42293
100.0%

Most frequent character per script

ValueCountFrequency (%)
08934
21.1%
.5760
13.6%
13861
9.1%
23534
 
8.4%
33148
 
7.4%
42974
 
7.0%
52707
 
6.4%
62620
 
6.2%
72481
 
5.9%
82464
 
5.8%
Other values (3)3810
9.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII42293
100.0%

Most frequent character per block

ValueCountFrequency (%)
08934
21.1%
.5760
13.6%
13861
9.1%
23534
 
8.4%
33148
 
7.4%
42974
 
7.0%
52707
 
6.4%
62620
 
6.2%
72481
 
5.9%
82464
 
5.8%
Other values (3)3810
9.0%

Attr25
Categorical

HIGH CARDINALITY
UNIFORM

Distinct5667
Distinct (%)95.9%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
0.64169
 
3
0.72559
 
3
0.59424
 
3
0.66256
 
3
0.52619
 
3
Other values (5662)
5895 

Length

Max length9
Median length7
Mean length7.08392555
Min length1

Characters and Unicode

Total characters41866
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5435 ?
Unique (%)92.0%

Sample

1st row0.32036
2nd row0.080285
3rd row0.67731
4th row0.064737
5th row0.4292
ValueCountFrequency (%)
0.641693
 
0.1%
0.725593
 
0.1%
0.594243
 
0.1%
0.662563
 
0.1%
0.526193
 
0.1%
?3
 
0.1%
0.50133
 
0.1%
0.472623
 
0.1%
0.399373
 
0.1%
0.701713
 
0.1%
Other values (5657)5880
99.5%
Histogram of lengths of the category
ValueCountFrequency (%)
0.526193
 
0.1%
0.662563
 
0.1%
0.701713
 
0.1%
0.594243
 
0.1%
0.399373
 
0.1%
0.472623
 
0.1%
03
 
0.1%
0.641693
 
0.1%
0.712723
 
0.1%
0.725593
 
0.1%
Other values (5636)5880
99.5%

Most occurring characters

ValueCountFrequency (%)
08185
19.6%
.5902
14.1%
43196
 
7.6%
23140
 
7.5%
53137
 
7.5%
33125
 
7.5%
13082
 
7.4%
63068
 
7.3%
72948
 
7.0%
82819
 
6.7%
Other values (3)3264
 
7.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number35275
84.3%
Other Punctuation5905
 
14.1%
Dash Punctuation686
 
1.6%

Most frequent character per category

ValueCountFrequency (%)
08185
23.2%
43196
 
9.1%
23140
 
8.9%
53137
 
8.9%
33125
 
8.9%
13082
 
8.7%
63068
 
8.7%
72948
 
8.4%
82819
 
8.0%
92575
 
7.3%
ValueCountFrequency (%)
.5902
99.9%
?3
 
0.1%
ValueCountFrequency (%)
-686
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common41866
100.0%

Most frequent character per script

ValueCountFrequency (%)
08185
19.6%
.5902
14.1%
43196
 
7.6%
23140
 
7.5%
53137
 
7.5%
33125
 
7.5%
13082
 
7.4%
63068
 
7.3%
72948
 
7.0%
82819
 
6.7%
Other values (3)3264
 
7.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII41866
100.0%

Most frequent character per block

ValueCountFrequency (%)
08185
19.6%
.5902
14.1%
43196
 
7.6%
23140
 
7.5%
53137
 
7.5%
33125
 
7.5%
13082
 
7.4%
63068
 
7.3%
72948
 
7.0%
82819
 
6.7%
Other values (3)3264
 
7.8%

Attr26
Categorical

HIGH CARDINALITY
UNIFORM

Distinct5668
Distinct (%)95.9%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
?
 
18
0
 
5
0.42818
 
3
0.25086
 
3
1.0898
 
3
Other values (5663)
5878 

Length

Max length9
Median length7
Mean length7.07428088
Min length1

Characters and Unicode

Total characters41809
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5457 ?
Unique (%)92.3%

Sample

1st row0.20912
2nd row0.098825
3rd row0.70143
4th row0.12084
5th row0.1328
ValueCountFrequency (%)
?18
 
0.3%
05
 
0.1%
0.428183
 
0.1%
0.250863
 
0.1%
1.08983
 
0.1%
0.671043
 
0.1%
0.657243
 
0.1%
0.551223
 
0.1%
0.193933
 
0.1%
0.248233
 
0.1%
Other values (5658)5863
99.2%
Histogram of lengths of the category
ValueCountFrequency (%)
18
 
0.3%
05
 
0.1%
0.138993
 
0.1%
0.106073
 
0.1%
0.126193
 
0.1%
0.551223
 
0.1%
0.428183
 
0.1%
0.119853
 
0.1%
1.08983
 
0.1%
0.250863
 
0.1%
Other values (5627)5863
99.2%

Most occurring characters

ValueCountFrequency (%)
08229
19.7%
.5887
14.1%
14259
10.2%
23503
8.4%
33106
 
7.4%
42801
 
6.7%
52778
 
6.6%
62633
 
6.3%
82599
 
6.2%
72573
 
6.2%
Other values (3)3441
8.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number35030
83.8%
Other Punctuation5905
 
14.1%
Dash Punctuation874
 
2.1%

Most frequent character per category

ValueCountFrequency (%)
08229
23.5%
14259
12.2%
23503
10.0%
33106
 
8.9%
42801
 
8.0%
52778
 
7.9%
62633
 
7.5%
82599
 
7.4%
72573
 
7.3%
92549
 
7.3%
ValueCountFrequency (%)
.5887
99.7%
?18
 
0.3%
ValueCountFrequency (%)
-874
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common41809
100.0%

Most frequent character per script

ValueCountFrequency (%)
08229
19.7%
.5887
14.1%
14259
10.2%
23503
8.4%
33106
 
7.4%
42801
 
6.7%
52778
 
6.6%
62633
 
6.3%
82599
 
6.2%
72573
 
6.2%
Other values (3)3441
8.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII41809
100.0%

Most frequent character per block

ValueCountFrequency (%)
08229
19.7%
.5887
14.1%
14259
10.2%
23503
8.4%
33106
 
7.4%
42801
 
6.7%
52778
 
6.6%
62633
 
6.3%
82599
 
6.2%
72573
 
6.2%
Other values (3)3441
8.2%

Attr27
Categorical

HIGH CARDINALITY

Distinct4986
Distinct (%)84.4%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
?
 
391
0
 
390
7.5518
 
3
1.397
 
3
1.3454
 
3
Other values (4981)
5120 

Length

Max length9
Median length6
Mean length5.744162437
Min length1

Characters and Unicode

Total characters33948
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique4844 ?
Unique (%)82.0%

Sample

1st row1.0387
2nd row0.17118
3rd row1.4737
4th row0
5th row2.0671
ValueCountFrequency (%)
?391
 
6.6%
0390
 
6.6%
7.55183
 
0.1%
1.3973
 
0.1%
1.34543
 
0.1%
2.80963
 
0.1%
2.62953
 
0.1%
0.345982
 
< 0.1%
4.62482
 
< 0.1%
0.82872
 
< 0.1%
Other values (4976)5108
86.4%
Histogram of lengths of the category
ValueCountFrequency (%)
391
 
6.6%
0390
 
6.6%
1.34543
 
0.1%
1.3973
 
0.1%
2.62953
 
0.1%
2.80963
 
0.1%
7.55183
 
0.1%
2.47282
 
< 0.1%
172.242
 
< 0.1%
0.476562
 
< 0.1%
Other values (4957)5108
86.4%

Most occurring characters

ValueCountFrequency (%)
.5063
14.9%
04166
12.3%
13765
11.1%
23028
8.9%
32642
7.8%
42579
7.6%
52443
7.2%
62360
7.0%
72282
6.7%
82201
6.5%
Other values (3)3419
10.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number27636
81.4%
Other Punctuation5454
 
16.1%
Dash Punctuation858
 
2.5%

Most frequent character per category

ValueCountFrequency (%)
04166
15.1%
13765
13.6%
23028
11.0%
32642
9.6%
42579
9.3%
52443
8.8%
62360
8.5%
72282
8.3%
82201
8.0%
92170
7.9%
ValueCountFrequency (%)
.5063
92.8%
?391
 
7.2%
ValueCountFrequency (%)
-858
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common33948
100.0%

Most frequent character per script

ValueCountFrequency (%)
.5063
14.9%
04166
12.3%
13765
11.1%
23028
8.9%
32642
7.8%
42579
7.6%
52443
7.2%
62360
7.0%
72282
6.7%
82201
6.5%
Other values (3)3419
10.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII33948
100.0%

Most frequent character per block

ValueCountFrequency (%)
.5063
14.9%
04166
12.3%
13765
11.1%
23028
8.9%
32642
7.8%
42579
7.6%
52443
7.2%
62360
7.0%
72282
6.7%
82201
6.5%
Other values (3)3419
10.1%

Attr28
Categorical

HIGH CARDINALITY

Distinct5612
Distinct (%)95.0%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
?
 
107
1.0404
 
3
1.2599
 
3
3.3585
 
3
0.18036
 
3
Other values (5607)
5791 

Length

Max length9
Median length7
Mean length6.710998308
Min length1

Characters and Unicode

Total characters39662
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5424 ?
Unique (%)91.8%

Sample

1st row0.026093
2nd row0.61545
3rd row2.8721
4th row1.2519
5th row0.23891
ValueCountFrequency (%)
?107
 
1.8%
1.04043
 
0.1%
1.25993
 
0.1%
3.35853
 
0.1%
0.180363
 
0.1%
0.09773
 
0.1%
0.100682
 
< 0.1%
0.176932
 
< 0.1%
1.25192
 
< 0.1%
2.51572
 
< 0.1%
Other values (5602)5780
97.8%
Histogram of lengths of the category
ValueCountFrequency (%)
107
 
1.8%
0.180364
 
0.1%
1.25993
 
0.1%
3.35853
 
0.1%
0.09773
 
0.1%
1.04043
 
0.1%
0.123782
 
< 0.1%
0.736352
 
< 0.1%
3.8052
 
< 0.1%
0.433072
 
< 0.1%
Other values (5577)5779
97.8%

Most occurring characters

ValueCountFrequency (%)
06182
15.6%
.5800
14.6%
14151
10.5%
23321
8.4%
33054
7.7%
42823
7.1%
52757
7.0%
62713
6.8%
72569
6.5%
92529
6.4%
Other values (3)3763
9.5%

Most occurring categories

ValueCountFrequency (%)
Decimal Number32617
82.2%
Other Punctuation5907
 
14.9%
Dash Punctuation1138
 
2.9%

Most frequent character per category

ValueCountFrequency (%)
06182
19.0%
14151
12.7%
23321
10.2%
33054
9.4%
42823
8.7%
52757
8.5%
62713
8.3%
72569
7.9%
92529
7.8%
82518
7.7%
ValueCountFrequency (%)
.5800
98.2%
?107
 
1.8%
ValueCountFrequency (%)
-1138
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common39662
100.0%

Most frequent character per script

ValueCountFrequency (%)
06182
15.6%
.5800
14.6%
14151
10.5%
23321
8.4%
33054
7.7%
42823
7.1%
52757
7.0%
62713
6.8%
72569
6.5%
92529
6.4%
Other values (3)3763
9.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII39662
100.0%

Most frequent character per block

ValueCountFrequency (%)
06182
15.6%
.5800
14.6%
14151
10.5%
23321
8.4%
33054
7.7%
42823
7.1%
52757
7.0%
62713
6.8%
72569
6.5%
92529
6.4%
Other values (3)3763
9.5%

Attr29
Categorical

HIGH CARDINALITY
UNIFORM

Distinct5215
Distinct (%)88.2%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
4.1709
 
5
4.2604
 
4
3.6421
 
4
4.1917
 
4
3.5293
 
4
Other values (5210)
5889 

Length

Max length8
Median length6
Mean length5.890862944
Min length1

Characters and Unicode

Total characters34815
Distinct characters12
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique4611 ?
Unique (%)78.0%

Sample

1st row6.1267
2nd row4.0022
3rd row4.7622
4th row4.0153
5th row5.8823
ValueCountFrequency (%)
4.17095
 
0.1%
4.26044
 
0.1%
3.64214
 
0.1%
4.19174
 
0.1%
3.52934
 
0.1%
3.45314
 
0.1%
4.86094
 
0.1%
4.11524
 
0.1%
4.2254
 
0.1%
3.82144
 
0.1%
Other values (5205)5869
99.3%
Histogram of lengths of the category
ValueCountFrequency (%)
4.17095
 
0.1%
4.2254
 
0.1%
3.82144
 
0.1%
3.52934
 
0.1%
4.11524
 
0.1%
4.67464
 
0.1%
3.45314
 
0.1%
4.4024
 
0.1%
4.26044
 
0.1%
4.86094
 
0.1%
Other values (5205)5869
99.3%

Most occurring characters

ValueCountFrequency (%)
.5907
17.0%
45112
14.7%
34286
12.3%
53117
9.0%
22769
8.0%
62470
7.1%
12410
6.9%
92396
6.9%
72331
 
6.7%
82311
 
6.6%
Other values (2)1706
 
4.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number28905
83.0%
Other Punctuation5910
 
17.0%

Most frequent character per category

ValueCountFrequency (%)
45112
17.7%
34286
14.8%
53117
10.8%
22769
9.6%
62470
8.5%
12410
8.3%
92396
8.3%
72331
8.1%
82311
8.0%
01703
 
5.9%
ValueCountFrequency (%)
.5907
99.9%
?3
 
0.1%

Most occurring scripts

ValueCountFrequency (%)
Common34815
100.0%

Most frequent character per script

ValueCountFrequency (%)
.5907
17.0%
45112
14.7%
34286
12.3%
53117
9.0%
22769
8.0%
62470
7.1%
12410
6.9%
92396
6.9%
72331
 
6.7%
82311
 
6.6%
Other values (2)1706
 
4.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII34815
100.0%

Most frequent character per block

ValueCountFrequency (%)
.5907
17.0%
45112
14.7%
34286
12.3%
53117
9.0%
22769
8.0%
62470
7.1%
12410
6.9%
92396
6.9%
72331
 
6.7%
82311
 
6.6%
Other values (2)1706
 
4.9%

Attr30
Real number (ℝ)

HIGH CORRELATION
SKEWED

Distinct5622
Distinct (%)95.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.8478459203
Minimum-23.06
Maximum1236.7
Zeros3
Zeros (%)0.1%
Memory size46.3 KiB

Quantile statistics

Minimum-23.06
5-th percentile-0.167074
Q10.08563025
median0.22421
Q30.4062375
95-th percentile1.0453
Maximum1236.7
Range1259.76
Interquartile range (IQR)0.32060725

Descriptive statistics

Standard deviation19.07752068
Coefficient of variation (CV)22.50116469
Kurtosis3225.776168
Mean0.8478459203
Median Absolute Deviation (MAD)0.154198
Skewness53.72805859
Sum5010.769389
Variance363.9517953
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.14423
 
0.1%
0.122693
 
0.1%
0.2083
 
0.1%
-0.0433393
 
0.1%
0.282343
 
0.1%
0.609963
 
0.1%
-0.0421453
 
0.1%
0.555173
 
0.1%
0.200293
 
0.1%
0.268493
 
0.1%
Other values (5612)5880
99.5%
ValueCountFrequency (%)
-23.061
< 0.1%
-16.111
< 0.1%
-15.4561
< 0.1%
-12.6781
< 0.1%
-12.1171
< 0.1%
ValueCountFrequency (%)
1236.71
< 0.1%
656.451
< 0.1%
244.851
< 0.1%
227.981
< 0.1%
149.581
< 0.1%

Attr31
Real number (ℝ)

HIGH CORRELATION
SKEWED

Distinct5699
Distinct (%)96.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.0657754423
Minimum-310.8
Maximum77.244
Zeros7
Zeros (%)0.1%
Memory size46.3 KiB

Quantile statistics

Minimum-310.8
5-th percentile-0.1720515
Q10.00676375
median0.043071
Q30.098763
95-th percentile0.246754
Maximum77.244
Range388.044
Interquartile range (IQR)0.09199925

Descriptive statistics

Standard deviation5.258337286
Coefficient of variation (CV)-79.94377691
Kurtosis2546.730797
Mean-0.0657754423
Median Absolute Deviation (MAD)0.04228
Skewness-46.74941554
Sum-388.732864
Variance27.65011101
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
07
 
0.1%
0.0053363
 
0.1%
0.112793
 
0.1%
0.0172833
 
0.1%
0.099243
 
0.1%
0.0737833
 
0.1%
0.0370913
 
0.1%
0.0663443
 
0.1%
0.114173
 
0.1%
0.0665982
 
< 0.1%
Other values (5689)5877
99.4%
ValueCountFrequency (%)
-310.81
< 0.1%
-213.761
< 0.1%
-83.7151
< 0.1%
-51.6071
< 0.1%
-46.3931
< 0.1%
ValueCountFrequency (%)
77.2441
< 0.1%
25.3421
< 0.1%
18.0751
< 0.1%
9.48441
< 0.1%
6.13421
< 0.1%

Attr32
Categorical

HIGH CARDINALITY
UNIFORM

Distinct5511
Distinct (%)93.2%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
?
 
46
0
 
22
90.34
 
4
140.12
 
3
76.202
 
3
Other values (5506)
5832 

Length

Max length8
Median length6
Mean length5.83248731
Min length1

Characters and Unicode

Total characters34470
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5199 ?
Unique (%)88.0%

Sample

1st row155.33
2nd row108.05
3rd row81.653
4th row253.91
5th row140.12
ValueCountFrequency (%)
?46
 
0.8%
022
 
0.4%
90.344
 
0.1%
140.123
 
0.1%
76.2023
 
0.1%
109.973
 
0.1%
121.453
 
0.1%
124.93
 
0.1%
134.123
 
0.1%
101.13
 
0.1%
Other values (5501)5817
98.4%
Histogram of lengths of the category
ValueCountFrequency (%)
46
 
0.8%
022
 
0.4%
90.344
 
0.1%
57.3413
 
0.1%
124.93
 
0.1%
134.123
 
0.1%
101.13
 
0.1%
149.683
 
0.1%
76.2023
 
0.1%
55.8753
 
0.1%
Other values (5501)5817
98.4%

Most occurring characters

ValueCountFrequency (%)
.5805
16.8%
14229
12.3%
23123
9.1%
32981
8.6%
42929
8.5%
52904
8.4%
62724
7.9%
72718
7.9%
82572
7.5%
92534
7.4%
Other values (3)1951
 
5.7%

Most occurring categories

ValueCountFrequency (%)
Decimal Number28618
83.0%
Other Punctuation5851
 
17.0%
Dash Punctuation1
 
< 0.1%

Most frequent character per category

ValueCountFrequency (%)
14229
14.8%
23123
10.9%
32981
10.4%
42929
10.2%
52904
10.1%
62724
9.5%
72718
9.5%
82572
9.0%
92534
8.9%
01904
6.7%
ValueCountFrequency (%)
.5805
99.2%
?46
 
0.8%
ValueCountFrequency (%)
-1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common34470
100.0%

Most frequent character per script

ValueCountFrequency (%)
.5805
16.8%
14229
12.3%
23123
9.1%
32981
8.6%
42929
8.5%
52904
8.4%
62724
7.9%
72718
7.9%
82572
7.5%
92534
7.4%
Other values (3)1951
 
5.7%

Most occurring blocks

ValueCountFrequency (%)
ASCII34470
100.0%

Most frequent character per block

ValueCountFrequency (%)
.5805
16.8%
14229
12.3%
23123
9.1%
32981
8.6%
42929
8.5%
52904
8.4%
62724
7.9%
72718
7.9%
82572
7.5%
92534
7.4%
Other values (3)1951
 
5.7%

Attr33
Categorical

HIGH CARDINALITY
UNIFORM

Distinct5593
Distinct (%)94.6%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
0
 
35
?
 
21
4.0403
 
4
3.8291
 
3
4.7075
 
3
Other values (5588)
5844 

Length

Max length8
Median length6
Mean length5.879187817
Min length1

Characters and Unicode

Total characters34746
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5341 ?
Unique (%)90.4%

Sample

1st row2.3498
2nd row3.3779
3rd row4.4701
4th row1.4375
5th row2.6583
ValueCountFrequency (%)
035
 
0.6%
?21
 
0.4%
4.04034
 
0.1%
3.82913
 
0.1%
4.70753
 
0.1%
4.28493
 
0.1%
2.43853
 
0.1%
3.00543
 
0.1%
3.26953
 
0.1%
5.17193
 
0.1%
Other values (5583)5829
98.6%
Histogram of lengths of the category
ValueCountFrequency (%)
035
 
0.6%
21
 
0.4%
4.04034
 
0.1%
5.17193
 
0.1%
3.26953
 
0.1%
2.07253
 
0.1%
4.28493
 
0.1%
4.70753
 
0.1%
3.00543
 
0.1%
2.43853
 
0.1%
Other values (5583)5829
98.6%

Most occurring characters

ValueCountFrequency (%)
.5853
16.8%
13654
10.5%
23357
9.7%
33275
9.4%
43055
8.8%
52984
8.6%
62806
8.1%
72625
7.6%
82550
7.3%
92473
7.1%
Other values (3)2114
 
6.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number28871
83.1%
Other Punctuation5874
 
16.9%
Dash Punctuation1
 
< 0.1%

Most frequent character per category

ValueCountFrequency (%)
13654
12.7%
23357
11.6%
33275
11.3%
43055
10.6%
52984
10.3%
62806
9.7%
72625
9.1%
82550
8.8%
92473
8.6%
02092
7.2%
ValueCountFrequency (%)
.5853
99.6%
?21
 
0.4%
ValueCountFrequency (%)
-1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common34746
100.0%

Most frequent character per script

ValueCountFrequency (%)
.5853
16.8%
13654
10.5%
23357
9.7%
33275
9.4%
43055
8.8%
52984
8.6%
62806
8.1%
72625
7.6%
82550
7.3%
92473
7.1%
Other values (3)2114
 
6.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII34746
100.0%

Most frequent character per block

ValueCountFrequency (%)
.5853
16.8%
13654
10.5%
23357
9.7%
33275
9.4%
43055
8.8%
52984
8.6%
62806
8.1%
72625
7.6%
82550
7.3%
92473
7.1%
Other values (3)2114
 
6.1%

Attr34
Categorical

HIGH CARDINALITY
UNIFORM

Distinct5689
Distinct (%)96.3%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
0
 
36
?
 
18
0.21516
 
3
12.55
 
3
3.5357
 
3
Other values (5684)
5847 

Length

Max length9
Median length6
Mean length6.409813875
Min length1

Characters and Unicode

Total characters37882
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5521 ?
Unique (%)93.4%

Sample

1st row0.24377
2nd row2.7075
3rd row0.65878
4th row0.83567
5th row2.1336
ValueCountFrequency (%)
036
 
0.6%
?18
 
0.3%
0.215163
 
0.1%
12.553
 
0.1%
3.53573
 
0.1%
0.269732
 
< 0.1%
3.4342
 
< 0.1%
0.234252
 
< 0.1%
1.56472
 
< 0.1%
2.52022
 
< 0.1%
Other values (5679)5837
98.8%
Histogram of lengths of the category
ValueCountFrequency (%)
036
 
0.6%
18
 
0.3%
3.53573
 
0.1%
12.553
 
0.1%
0.215163
 
0.1%
1.56423
 
0.1%
0.111772
 
< 0.1%
0.0601582
 
< 0.1%
0.334682
 
< 0.1%
1.73932
 
< 0.1%
Other values (5667)5836
98.7%

Most occurring characters

ValueCountFrequency (%)
.5855
15.5%
04937
13.0%
14040
10.7%
23435
9.1%
33143
8.3%
42994
7.9%
52849
7.5%
62611
6.9%
72584
6.8%
92573
6.8%
Other values (3)2861
7.6%

Most occurring categories

ValueCountFrequency (%)
Decimal Number31667
83.6%
Other Punctuation5873
 
15.5%
Dash Punctuation342
 
0.9%

Most frequent character per category

ValueCountFrequency (%)
04937
15.6%
14040
12.8%
23435
10.8%
33143
9.9%
42994
9.5%
52849
9.0%
62611
8.2%
72584
8.2%
92573
8.1%
82501
7.9%
ValueCountFrequency (%)
.5855
99.7%
?18
 
0.3%
ValueCountFrequency (%)
-342
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common37882
100.0%

Most frequent character per script

ValueCountFrequency (%)
.5855
15.5%
04937
13.0%
14040
10.7%
23435
9.1%
33143
8.3%
42994
7.9%
52849
7.5%
62611
6.9%
72584
6.8%
92573
6.8%
Other values (3)2861
7.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII37882
100.0%

Most frequent character per block

ValueCountFrequency (%)
.5855
15.5%
04937
13.0%
14040
10.7%
23435
9.1%
33143
8.3%
42994
7.9%
52849
7.5%
62611
6.9%
72584
6.8%
92573
6.8%
Other values (3)2861
7.6%

Attr35
Categorical

HIGH CARDINALITY
UNIFORM

Distinct5653
Distinct (%)95.7%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
0
 
27
0.15703
 
3
0.1018
 
3
0.000003
 
3
0.14626
 
3
Other values (5648)
5871 

Length

Max length9
Median length8
Mean length7.601015228
Min length1

Characters and Unicode

Total characters44922
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5428 ?
Unique (%)91.8%

Sample

1st row0.13523
2nd row-0.036475
3rd row0.14586
4th row0.014027
5th row0.3642
ValueCountFrequency (%)
027
 
0.5%
0.157033
 
0.1%
0.10183
 
0.1%
0.0000033
 
0.1%
0.146263
 
0.1%
?3
 
0.1%
0.0000013
 
0.1%
0.0126053
 
0.1%
0.0694842
 
< 0.1%
0.108112
 
< 0.1%
Other values (5643)5858
99.1%
Histogram of lengths of the category
ValueCountFrequency (%)
027
 
0.5%
3
 
0.1%
0.157033
 
0.1%
0.0126053
 
0.1%
0.0000033
 
0.1%
0.0000013
 
0.1%
0.153623
 
0.1%
0.111783
 
0.1%
0.10183
 
0.1%
0.146263
 
0.1%
Other values (5597)5856
99.1%

Most occurring characters

ValueCountFrequency (%)
011659
26.0%
.5880
13.1%
14264
 
9.5%
23350
 
7.5%
33007
 
6.7%
42830
 
6.3%
52685
 
6.0%
62614
 
5.8%
72548
 
5.7%
82536
 
5.6%
Other values (3)3549
 
7.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number37963
84.5%
Other Punctuation5883
 
13.1%
Dash Punctuation1076
 
2.4%

Most frequent character per category

ValueCountFrequency (%)
011659
30.7%
14264
 
11.2%
23350
 
8.8%
33007
 
7.9%
42830
 
7.5%
52685
 
7.1%
62614
 
6.9%
72548
 
6.7%
82536
 
6.7%
92470
 
6.5%
ValueCountFrequency (%)
.5880
99.9%
?3
 
0.1%
ValueCountFrequency (%)
-1076
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common44922
100.0%

Most frequent character per script

ValueCountFrequency (%)
011659
26.0%
.5880
13.1%
14264
 
9.5%
23350
 
7.5%
33007
 
6.7%
42830
 
6.3%
52685
 
6.0%
62614
 
5.8%
72548
 
5.7%
82536
 
5.6%
Other values (3)3549
 
7.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII44922
100.0%

Most frequent character per block

ValueCountFrequency (%)
011659
26.0%
.5880
13.1%
14264
 
9.5%
23350
 
7.5%
33007
 
6.7%
42830
 
6.3%
52685
 
6.0%
62614
 
5.8%
72548
 
5.7%
82536
 
5.6%
Other values (3)3549
 
7.9%

Attr36
Categorical

HIGH CARDINALITY
UNIFORM

Distinct5421
Distinct (%)91.7%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
1.2038
 
4
2.0409
 
4
1.3215
 
4
1.2042
 
3
1.6662
 
3
Other values (5416)
5892 

Length

Max length8
Median length6
Mean length6.112521151
Min length1

Characters and Unicode

Total characters36125
Distinct characters12
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique4968 ?
Unique (%)84.1%

Sample

1st row1.4493
2nd row1.2757
3rd row1.1698
4th row1.2754
5th row1.515
ValueCountFrequency (%)
1.20384
 
0.1%
2.04094
 
0.1%
1.32154
 
0.1%
1.20423
 
0.1%
1.66623
 
0.1%
1.06333
 
0.1%
1.19183
 
0.1%
1.54833
 
0.1%
1.04313
 
0.1%
1.31373
 
0.1%
Other values (5411)5877
99.4%
Histogram of lengths of the category
ValueCountFrequency (%)
1.32154
 
0.1%
1.20384
 
0.1%
2.04094
 
0.1%
3
 
0.1%
1.06333
 
0.1%
1.19463
 
0.1%
1.25893
 
0.1%
1.6013
 
0.1%
1.50663
 
0.1%
2.05193
 
0.1%
Other values (5411)5877
99.4%

Most occurring characters

ValueCountFrequency (%)
.5907
16.4%
15374
14.9%
23708
10.3%
03160
8.7%
32914
8.1%
72566
7.1%
52533
7.0%
42523
7.0%
92518
7.0%
62471
6.8%
Other values (2)2451
6.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number30215
83.6%
Other Punctuation5910
 
16.4%

Most frequent character per category

ValueCountFrequency (%)
15374
17.8%
23708
12.3%
03160
10.5%
32914
9.6%
72566
8.5%
52533
8.4%
42523
8.4%
92518
8.3%
62471
8.2%
82448
8.1%
ValueCountFrequency (%)
.5907
99.9%
?3
 
0.1%

Most occurring scripts

ValueCountFrequency (%)
Common36125
100.0%

Most frequent character per script

ValueCountFrequency (%)
.5907
16.4%
15374
14.9%
23708
10.3%
03160
8.7%
32914
8.1%
72566
7.1%
52533
7.0%
42523
7.0%
92518
7.0%
62471
6.8%
Other values (2)2451
6.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII36125
100.0%

Most frequent character per block

ValueCountFrequency (%)
.5907
16.4%
15374
14.9%
23708
10.3%
03160
8.7%
32914
8.1%
72566
7.1%
52533
7.0%
42523
7.0%
92518
7.0%
62471
6.8%
Other values (2)2451
6.8%

Attr37
Categorical

HIGH CARDINALITY

Distinct3261
Distinct (%)55.2%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
?
2548 
2.4927
 
4
2.7727
 
3
1.5338
 
3
4.1023
 
3
Other values (3256)
3349 

Length

Max length8
Median length6
Mean length3.890186125
Min length1

Characters and Unicode

Total characters22991
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique3163 ?
Unique (%)53.5%

Sample

1st row571.37
2nd row5.2519
3rd row?
4th row1.9005
5th row6.3783
ValueCountFrequency (%)
?2548
43.1%
2.49274
 
0.1%
2.77273
 
0.1%
1.53383
 
0.1%
4.10233
 
0.1%
1.82152
 
< 0.1%
3.19332
 
< 0.1%
1.33342
 
< 0.1%
1.78312
 
< 0.1%
0.272242
 
< 0.1%
Other values (3251)3339
56.5%
Histogram of lengths of the category
ValueCountFrequency (%)
2548
43.1%
2.49274
 
0.1%
4.10233
 
0.1%
1.53383
 
0.1%
2.77273
 
0.1%
4.65452
 
< 0.1%
15.7782
 
< 0.1%
17.9722
 
< 0.1%
1.98822
 
< 0.1%
28.0152
 
< 0.1%
Other values (3251)3339
56.5%

Most occurring characters

ValueCountFrequency (%)
.3342
14.5%
?2548
11.1%
12397
10.4%
21959
8.5%
31772
7.7%
01696
7.4%
41694
7.4%
51623
7.1%
71544
6.7%
61511
6.6%
Other values (3)2905
12.6%

Most occurring categories

ValueCountFrequency (%)
Decimal Number17098
74.4%
Other Punctuation5890
 
25.6%
Dash Punctuation3
 
< 0.1%

Most frequent character per category

ValueCountFrequency (%)
12397
14.0%
21959
11.5%
31772
10.4%
01696
9.9%
41694
9.9%
51623
9.5%
71544
9.0%
61511
8.8%
91454
8.5%
81448
8.5%
ValueCountFrequency (%)
.3342
56.7%
?2548
43.3%
ValueCountFrequency (%)
-3
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common22991
100.0%

Most frequent character per script

ValueCountFrequency (%)
.3342
14.5%
?2548
11.1%
12397
10.4%
21959
8.5%
31772
7.7%
01696
7.4%
41694
7.4%
51623
7.1%
71544
6.7%
61511
6.6%
Other values (3)2905
12.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII22991
100.0%

Most frequent character per block

ValueCountFrequency (%)
.3342
14.5%
?2548
11.1%
12397
10.4%
21959
8.5%
31772
7.7%
01696
7.4%
41694
7.4%
51623
7.1%
71544
6.7%
61511
6.6%
Other values (3)2905
12.6%

Attr38
Categorical

HIGH CARDINALITY
UNIFORM

Distinct5572
Distinct (%)94.3%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
1
 
9
0.82798
 
4
0.61417
 
3
0.90945
 
3
0.80795
 
3
Other values (5567)
5888 

Length

Max length9
Median length7
Mean length6.932825719
Min length1

Characters and Unicode

Total characters40973
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5265 ?
Unique (%)89.1%

Sample

1st row0.32101
2nd row0.5938
3rd row0.67731
4th row0.4383
5th row0.51225
ValueCountFrequency (%)
19
 
0.2%
0.827984
 
0.1%
0.614173
 
0.1%
0.909453
 
0.1%
0.807953
 
0.1%
0.699393
 
0.1%
0.77723
 
0.1%
0.576863
 
0.1%
0.616153
 
0.1%
0.845163
 
0.1%
Other values (5562)5873
99.4%
Histogram of lengths of the category
ValueCountFrequency (%)
19
 
0.2%
0.827984
 
0.1%
3
 
0.1%
0.49653
 
0.1%
0.699393
 
0.1%
0.77723
 
0.1%
0.909453
 
0.1%
0.841573
 
0.1%
0.443023
 
0.1%
0.576863
 
0.1%
Other values (5560)5873
99.4%

Most occurring characters

ValueCountFrequency (%)
07727
18.9%
.5897
14.4%
73364
8.2%
63268
8.0%
83193
7.8%
53179
7.8%
43023
 
7.4%
32884
 
7.0%
92762
 
6.7%
22758
 
6.7%
Other values (3)2918
 
7.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number34842
85.0%
Other Punctuation5900
 
14.4%
Dash Punctuation231
 
0.6%

Most frequent character per category

ValueCountFrequency (%)
07727
22.2%
73364
9.7%
63268
9.4%
83193
9.2%
53179
9.1%
43023
 
8.7%
32884
 
8.3%
92762
 
7.9%
22758
 
7.9%
12684
 
7.7%
ValueCountFrequency (%)
.5897
99.9%
?3
 
0.1%
ValueCountFrequency (%)
-231
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common40973
100.0%

Most frequent character per script

ValueCountFrequency (%)
07727
18.9%
.5897
14.4%
73364
8.2%
63268
8.0%
83193
7.8%
53179
7.8%
43023
 
7.4%
32884
 
7.0%
92762
 
6.7%
22758
 
6.7%
Other values (3)2918
 
7.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII40973
100.0%

Most frequent character per block

ValueCountFrequency (%)
07727
18.9%
.5897
14.4%
73364
8.2%
63268
8.0%
83193
7.8%
53179
7.8%
43023
 
7.4%
32884
 
7.0%
92762
 
6.7%
22758
 
6.7%
Other values (3)2918
 
7.1%

Attr39
Real number (ℝ)

HIGH CORRELATION
SKEWED

Distinct5655
Distinct (%)95.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.01716948443
Minimum-47.047
Maximum2.9011
Zeros31
Zeros (%)0.5%
Memory size46.3 KiB

Quantile statistics

Minimum-47.047
5-th percentile-0.140629
Q10.004999
median0.039491
Q30.09045125
95-th percentile0.2205075
Maximum2.9011
Range49.9481
Interquartile range (IQR)0.08545225

Descriptive statistics

Standard deviation0.7097887779
Coefficient of variation (CV)41.34013346
Kurtosis3308.149582
Mean0.01716948443
Median Absolute Deviation (MAD)0.0385515
Skewness-51.86707877
Sum101.471653
Variance0.5038001092
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
031
 
0.5%
0.103583
 
0.1%
0.0144263
 
0.1%
0.0978353
 
0.1%
1 × 1063
 
0.1%
2.1 × 1053
 
0.1%
0.0205983
 
0.1%
0.124673
 
0.1%
0.0020373
 
0.1%
0.129442
 
< 0.1%
Other values (5645)5853
99.0%
ValueCountFrequency (%)
-47.0471
< 0.1%
-13.3371
< 0.1%
-10.3511
< 0.1%
-8.13561
< 0.1%
-7.25431
< 0.1%
ValueCountFrequency (%)
2.90111
< 0.1%
1.75531
< 0.1%
1.6511
< 0.1%
1.05661
< 0.1%
0.978031
< 0.1%

Attr40
Categorical

HIGH CARDINALITY
UNIFORM

Distinct5700
Distinct (%)96.4%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
?
 
21
0
 
4
0.61652
 
4
1.2077
 
3
0.27357
 
3
Other values (5695)
5875 

Length

Max length9
Median length7
Mean length7.066497462
Min length1

Characters and Unicode

Total characters41763
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5518 ?
Unique (%)93.4%

Sample

1st row0.12879
2nd row0.05781
3rd row1.3196
4th row0.45622
5th row0.067283
ValueCountFrequency (%)
?21
 
0.4%
04
 
0.1%
0.616524
 
0.1%
1.20773
 
0.1%
0.273573
 
0.1%
0.324573
 
0.1%
0.147123
 
0.1%
1.39233
 
0.1%
0.0485872
 
< 0.1%
0.107472
 
< 0.1%
Other values (5690)5862
99.2%
Histogram of lengths of the category
ValueCountFrequency (%)
21
 
0.4%
04
 
0.1%
0.616524
 
0.1%
0.147123
 
0.1%
0.273573
 
0.1%
0.324573
 
0.1%
1.39233
 
0.1%
1.20773
 
0.1%
0.252042
 
< 0.1%
1.82092
 
< 0.1%
Other values (5690)5862
99.2%

Most occurring characters

ValueCountFrequency (%)
09172
22.0%
.5885
14.1%
14191
10.0%
23378
 
8.1%
33132
 
7.5%
42858
 
6.8%
52742
 
6.6%
62711
 
6.5%
72656
 
6.4%
82544
 
6.1%
Other values (3)2494
 
6.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number35850
85.8%
Other Punctuation5906
 
14.1%
Dash Punctuation7
 
< 0.1%

Most frequent character per category

ValueCountFrequency (%)
09172
25.6%
14191
11.7%
23378
 
9.4%
33132
 
8.7%
42858
 
8.0%
52742
 
7.6%
62711
 
7.6%
72656
 
7.4%
82544
 
7.1%
92466
 
6.9%
ValueCountFrequency (%)
.5885
99.6%
?21
 
0.4%
ValueCountFrequency (%)
-7
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common41763
100.0%

Most frequent character per script

ValueCountFrequency (%)
09172
22.0%
.5885
14.1%
14191
10.0%
23378
 
8.1%
33132
 
7.5%
42858
 
6.8%
52742
 
6.6%
62711
 
6.5%
72656
 
6.4%
82544
 
6.1%
Other values (3)2494
 
6.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII41763
100.0%

Most frequent character per block

ValueCountFrequency (%)
09172
22.0%
.5885
14.1%
14191
10.0%
23378
 
8.1%
33132
 
7.5%
42858
 
6.8%
52742
 
6.6%
62711
 
6.5%
72656
 
6.4%
82544
 
6.1%
Other values (3)2494
 
6.0%

Attr41
Categorical

HIGH CARDINALITY

Distinct5594
Distinct (%)94.7%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
?
 
84
0
 
18
0.27005
 
4
0.29246
 
3
0.066326
 
3
Other values (5589)
5798 

Length

Max length9
Median length7
Mean length7.259729272
Min length1

Characters and Unicode

Total characters42905
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5388 ?
Unique (%)91.2%

Sample

1st row0.11189
2nd row0.29167
3rd row0.042587
4th row0.14998
5th row0.19828
ValueCountFrequency (%)
?84
 
1.4%
018
 
0.3%
0.270054
 
0.1%
0.292463
 
0.1%
0.0663263
 
0.1%
0.138243
 
0.1%
0.0005573
 
0.1%
0.109313
 
0.1%
0.0405493
 
0.1%
0.225353
 
0.1%
Other values (5584)5783
97.9%
Histogram of lengths of the category
ValueCountFrequency (%)
84
 
1.4%
018
 
0.3%
0.270054
 
0.1%
0.225353
 
0.1%
0.138243
 
0.1%
0.112833
 
0.1%
0.292463
 
0.1%
0.0663263
 
0.1%
0.146573
 
0.1%
0.0005573
 
0.1%
Other values (5560)5783
97.9%

Most occurring characters

ValueCountFrequency (%)
010032
23.4%
.5808
13.5%
14281
10.0%
23362
 
7.8%
32962
 
6.9%
42804
 
6.5%
52708
 
6.3%
72591
 
6.0%
62576
 
6.0%
82549
 
5.9%
Other values (3)3232
 
7.5%

Most occurring categories

ValueCountFrequency (%)
Decimal Number36363
84.8%
Other Punctuation5892
 
13.7%
Dash Punctuation650
 
1.5%

Most frequent character per category

ValueCountFrequency (%)
010032
27.6%
14281
11.8%
23362
 
9.2%
32962
 
8.1%
42804
 
7.7%
52708
 
7.4%
72591
 
7.1%
62576
 
7.1%
82549
 
7.0%
92498
 
6.9%
ValueCountFrequency (%)
.5808
98.6%
?84
 
1.4%
ValueCountFrequency (%)
-650
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common42905
100.0%

Most frequent character per script

ValueCountFrequency (%)
010032
23.4%
.5808
13.5%
14281
10.0%
23362
 
7.8%
32962
 
6.9%
42804
 
6.5%
52708
 
6.3%
72591
 
6.0%
62576
 
6.0%
82549
 
5.9%
Other values (3)3232
 
7.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII42905
100.0%

Most frequent character per block

ValueCountFrequency (%)
010032
23.4%
.5808
13.5%
14281
10.0%
23362
 
7.8%
32962
 
6.9%
42804
 
6.5%
52708
 
6.3%
72591
 
6.0%
62576
 
6.0%
82549
 
5.9%
Other values (3)3232
 
7.5%

Attr42
Real number (ℝ)

HIGH CORRELATION
SKEWED
ZEROS

Distinct5158
Distinct (%)87.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.01513316988
Minimum-143.52
Maximum40.386
Zeros542
Zeros (%)9.2%
Memory size46.3 KiB

Quantile statistics

Minimum-143.52
5-th percentile-0.1227625
Q10
median0.0400825
Q30.08995875
95-th percentile0.2141175
Maximum40.386
Range183.906
Interquartile range (IQR)0.08995875

Descriptive statistics

Standard deviation2.437360938
Coefficient of variation (CV)-161.0608324
Kurtosis2322.14383
Mean-0.01513316988
Median Absolute Deviation (MAD)0.0400825
Skewness-42.93526352
Sum-89.437034
Variance5.940728342
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0542
 
9.2%
-0.124673
 
0.1%
0.0180893
 
0.1%
0.048963
 
0.1%
0.009493
 
0.1%
0.0741883
 
0.1%
0.0288383
 
0.1%
0.105233
 
0.1%
0.001993
 
0.1%
0.0099263
 
0.1%
Other values (5148)5341
90.4%
ValueCountFrequency (%)
-143.521
< 0.1%
-83.4921
< 0.1%
-47.0471
< 0.1%
-43.981
< 0.1%
-22.1311
< 0.1%
ValueCountFrequency (%)
40.3861
< 0.1%
18.0881
< 0.1%
6.13551
< 0.1%
4.43251
< 0.1%
3.94271
< 0.1%

Attr43
Real number (ℝ)

HIGH CORRELATION
SKEWED

Distinct5347
Distinct (%)90.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean155.555922
Minimum-3975.6
Maximum40515
Zeros10
Zeros (%)0.2%
Memory size46.3 KiB

Quantile statistics

Minimum-3975.6
5-th percentile36.06125
Q175.52475
median106.405
Q3148.46
95-th percentile260.0765
Maximum40515
Range44490.6
Interquartile range (IQR)72.93525

Descriptive statistics

Standard deviation782.6207326
Coefficient of variation (CV)5.031121428
Kurtosis1544.333396
Mean155.555922
Median Absolute Deviation (MAD)35.537
Skewness35.68443432
Sum919335.4991
Variance612495.211
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
010
 
0.2%
119.594
 
0.1%
134.824
 
0.1%
117.684
 
0.1%
105.274
 
0.1%
111.24
 
0.1%
117.83
 
0.1%
147.043
 
0.1%
179.793
 
0.1%
126.113
 
0.1%
Other values (5337)5868
99.3%
ValueCountFrequency (%)
-3975.61
 
< 0.1%
010
0.2%
0.0317671
 
< 0.1%
0.650981
 
< 0.1%
0.95611
 
< 0.1%
ValueCountFrequency (%)
405151
< 0.1%
264341
< 0.1%
215091
< 0.1%
156991
< 0.1%
112211
< 0.1%

Attr44
Real number (ℝ)

HIGH CORRELATION
SKEWED

Distinct5614
Distinct (%)95.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean98.88405809
Minimum-3946.2
Maximum40515
Zeros15
Zeros (%)0.3%
Memory size46.3 KiB

Quantile statistics

Minimum-3946.2
5-th percentile15.16775
Q138.89175
median58.7885
Q385.2395
95-th percentile160.7775
Maximum40515
Range44461.2
Interquartile range (IQR)46.34775

Descriptive statistics

Standard deviation719.836958
Coefficient of variation (CV)7.279605751
Kurtosis1903.092399
Mean98.88405809
Median Absolute Deviation (MAD)22.1715
Skewness39.22026419
Sum584404.7833
Variance518165.2461
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
015
 
0.3%
41.0083
 
0.1%
54.4123
 
0.1%
104.633
 
0.1%
103.33
 
0.1%
108.583
 
0.1%
67.2063
 
0.1%
119.613
 
0.1%
21.743
 
0.1%
50.1443
 
0.1%
Other values (5604)5868
99.3%
ValueCountFrequency (%)
-3946.21
 
< 0.1%
015
0.3%
0.278941
 
< 0.1%
0.288121
 
< 0.1%
0.317321
 
< 0.1%
ValueCountFrequency (%)
405151
< 0.1%
212611
< 0.1%
165051
< 0.1%
156991
< 0.1%
98911
< 0.1%

Attr45
Categorical

HIGH CARDINALITY

Distinct5421
Distinct (%)91.7%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
?
 
268
0
 
37
0.16105
 
3
0.13201
 
3
1.5193
 
3
Other values (5416)
5596 

Length

Max length9
Median length7
Mean length6.697631134
Min length1

Characters and Unicode

Total characters39583
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5241 ?
Unique (%)88.7%

Sample

1st row0.45289
2nd row-0.029614
3rd row1.0137
4th row-0.53969
5th row0.32177
ValueCountFrequency (%)
?268
 
4.5%
037
 
0.6%
0.161053
 
0.1%
0.132013
 
0.1%
1.51933
 
0.1%
-35.0753
 
0.1%
0.595183
 
0.1%
-1.01713
 
0.1%
0.269313
 
0.1%
0.348973
 
0.1%
Other values (5411)5581
94.4%
Histogram of lengths of the category
ValueCountFrequency (%)
268
 
4.5%
037
 
0.6%
1.51933
 
0.1%
0.161053
 
0.1%
0.269313
 
0.1%
35.0753
 
0.1%
0.132013
 
0.1%
0.595183
 
0.1%
1.01713
 
0.1%
1.4113
 
0.1%
Other values (5390)5581
94.4%

Most occurring characters

ValueCountFrequency (%)
07082
17.9%
.5600
14.1%
13956
10.0%
23136
7.9%
32941
7.4%
42828
 
7.1%
52636
 
6.7%
62568
 
6.5%
92504
 
6.3%
72459
 
6.2%
Other values (3)3873
9.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number32549
82.2%
Other Punctuation5868
 
14.8%
Dash Punctuation1166
 
2.9%

Most frequent character per category

ValueCountFrequency (%)
07082
21.8%
13956
12.2%
23136
9.6%
32941
9.0%
42828
 
8.7%
52636
 
8.1%
62568
 
7.9%
92504
 
7.7%
72459
 
7.6%
82439
 
7.5%
ValueCountFrequency (%)
.5600
95.4%
?268
 
4.6%
ValueCountFrequency (%)
-1166
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common39583
100.0%

Most frequent character per script

ValueCountFrequency (%)
07082
17.9%
.5600
14.1%
13956
10.0%
23136
7.9%
32941
7.4%
42828
 
7.1%
52636
 
6.7%
62568
 
6.5%
92504
 
6.3%
72459
 
6.2%
Other values (3)3873
9.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII39583
100.0%

Most frequent character per block

ValueCountFrequency (%)
07082
17.9%
.5600
14.1%
13956
10.0%
23136
7.9%
32941
7.4%
42828
 
7.1%
52636
 
6.7%
62568
 
6.5%
92504
 
6.3%
72459
 
6.2%
Other values (3)3873
9.8%

Attr46
Categorical

HIGH CARDINALITY
UNIFORM

Distinct5551
Distinct (%)93.9%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
?
 
21
1.0492
 
3
1.3217
 
3
0.94855
 
3
1.1234
 
3
Other values (5546)
5877 

Length

Max length9
Median length6
Mean length6.357021997
Min length1

Characters and Unicode

Total characters37570
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5228 ?
Unique (%)88.5%

Sample

1st row0.66883
2nd row1.0606
3rd row3.028
4th row1.199
5th row0.90475
ValueCountFrequency (%)
?21
 
0.4%
1.04923
 
0.1%
1.32173
 
0.1%
0.948553
 
0.1%
1.12343
 
0.1%
1.05863
 
0.1%
0.320163
 
0.1%
1.08383
 
0.1%
1.21423
 
0.1%
2.07993
 
0.1%
Other values (5541)5862
99.2%
Histogram of lengths of the category
ValueCountFrequency (%)
21
 
0.4%
1.62043
 
0.1%
1.32173
 
0.1%
1.04923
 
0.1%
0.320163
 
0.1%
1.12623
 
0.1%
1.05863
 
0.1%
1.21423
 
0.1%
2.05993
 
0.1%
2.07993
 
0.1%
Other values (5541)5862
99.2%

Most occurring characters

ValueCountFrequency (%)
.5888
15.7%
04717
12.6%
14357
11.6%
23248
8.6%
32946
7.8%
42910
7.7%
52815
7.5%
62797
7.4%
72694
7.2%
92591
6.9%
Other values (3)2607
6.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number31654
84.3%
Other Punctuation5909
 
15.7%
Dash Punctuation7
 
< 0.1%

Most frequent character per category

ValueCountFrequency (%)
04717
14.9%
14357
13.8%
23248
10.3%
32946
9.3%
42910
9.2%
52815
8.9%
62797
8.8%
72694
8.5%
92591
8.2%
82579
8.1%
ValueCountFrequency (%)
.5888
99.6%
?21
 
0.4%
ValueCountFrequency (%)
-7
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common37570
100.0%

Most frequent character per script

ValueCountFrequency (%)
.5888
15.7%
04717
12.6%
14357
11.6%
23248
8.6%
32946
7.8%
42910
7.7%
52815
7.5%
62797
7.4%
72694
7.2%
92591
6.9%
Other values (3)2607
6.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII37570
100.0%

Most frequent character per block

ValueCountFrequency (%)
.5888
15.7%
04717
12.6%
14357
11.6%
23248
8.6%
32946
7.8%
42910
7.7%
52815
7.5%
62797
7.4%
72694
7.2%
92591
6.9%
Other values (3)2607
6.9%

Attr47
Categorical

HIGH CARDINALITY

Distinct5395
Distinct (%)91.3%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
0
 
265
?
 
35
126.64
 
4
24.832
 
3
52.379
 
3
Other values (5390)
5600 

Length

Max length9
Median length6
Mean length5.662605753
Min length1

Characters and Unicode

Total characters33466
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5183 ?
Unique (%)87.7%

Sample

1st row54.621
2nd row58.258
3rd row47.382
4th row82.073
5th row46.538
ValueCountFrequency (%)
0265
 
4.5%
?35
 
0.6%
126.644
 
0.1%
24.8323
 
0.1%
52.3793
 
0.1%
140.33
 
0.1%
33.9043
 
0.1%
39.9923
 
0.1%
36.0682
 
< 0.1%
8.26052
 
< 0.1%
Other values (5385)5587
94.5%
Histogram of lengths of the category
ValueCountFrequency (%)
0265
 
4.5%
35
 
0.6%
126.644
 
0.1%
140.33
 
0.1%
52.3793
 
0.1%
24.8323
 
0.1%
33.9043
 
0.1%
39.9923
 
0.1%
29.9272
 
< 0.1%
61.5142
 
< 0.1%
Other values (5385)5587
94.5%

Most occurring characters

ValueCountFrequency (%)
.5590
16.7%
13750
11.2%
23180
9.5%
33009
9.0%
42942
8.8%
52748
8.2%
72656
7.9%
62610
7.8%
82484
7.4%
92360
7.1%
Other values (3)2137
 
6.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number27839
83.2%
Other Punctuation5625
 
16.8%
Dash Punctuation2
 
< 0.1%

Most frequent character per category

ValueCountFrequency (%)
13750
13.5%
23180
11.4%
33009
10.8%
42942
10.6%
52748
9.9%
72656
9.5%
62610
9.4%
82484
8.9%
92360
8.5%
02100
7.5%
ValueCountFrequency (%)
.5590
99.4%
?35
 
0.6%
ValueCountFrequency (%)
-2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common33466
100.0%

Most frequent character per script

ValueCountFrequency (%)
.5590
16.7%
13750
11.2%
23180
9.5%
33009
9.0%
42942
8.8%
52748
8.2%
72656
7.9%
62610
7.8%
82484
7.4%
92360
7.1%
Other values (3)2137
 
6.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII33466
100.0%

Most frequent character per block

ValueCountFrequency (%)
.5590
16.7%
13750
11.2%
23180
9.5%
33009
9.0%
42942
8.8%
52748
8.2%
72656
7.9%
62610
7.8%
82484
7.4%
92360
7.1%
Other values (3)2137
 
6.4%

Attr48
Categorical

HIGH CARDINALITY

Distinct5614
Distinct (%)95.0%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
0
 
108
0.01037
 
3
-0.003804
 
3
?
 
3
0.1384
 
3
Other values (5609)
5790 

Length

Max length9
Median length8
Mean length7.781387479
Min length1

Characters and Unicode

Total characters45988
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5429 ?
Unique (%)91.9%

Sample

1st row0.10746
2nd row-0.052809
3rd row0.1208
4th row-0.19714
5th row0.042701
ValueCountFrequency (%)
0108
 
1.8%
0.010373
 
0.1%
-0.0038043
 
0.1%
?3
 
0.1%
0.13843
 
0.1%
0.126683
 
0.1%
-0.0000522
 
< 0.1%
0.0328132
 
< 0.1%
0.117512
 
< 0.1%
0.220992
 
< 0.1%
Other values (5604)5779
97.8%
Histogram of lengths of the category
ValueCountFrequency (%)
0108
 
1.8%
0.117514
 
0.1%
0.126683
 
0.1%
0.108293
 
0.1%
0.138093
 
0.1%
0.0038043
 
0.1%
0.010373
 
0.1%
3
 
0.1%
0.13843
 
0.1%
0.103572
 
< 0.1%
Other values (5547)5775
97.7%

Most occurring characters

ValueCountFrequency (%)
011826
25.7%
.5799
12.6%
14115
 
8.9%
23329
 
7.2%
33039
 
6.6%
42783
 
6.1%
52650
 
5.8%
72555
 
5.6%
62528
 
5.5%
82504
 
5.4%
Other values (3)4860
10.6%

Most occurring categories

ValueCountFrequency (%)
Decimal Number37807
82.2%
Other Punctuation5802
 
12.6%
Dash Punctuation2379
 
5.2%

Most frequent character per category

ValueCountFrequency (%)
011826
31.3%
14115
 
10.9%
23329
 
8.8%
33039
 
8.0%
42783
 
7.4%
52650
 
7.0%
72555
 
6.8%
62528
 
6.7%
82504
 
6.6%
92478
 
6.6%
ValueCountFrequency (%)
.5799
99.9%
?3
 
0.1%
ValueCountFrequency (%)
-2379
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common45988
100.0%

Most frequent character per script

ValueCountFrequency (%)
011826
25.7%
.5799
12.6%
14115
 
8.9%
23329
 
7.2%
33039
 
6.6%
42783
 
6.1%
52650
 
5.8%
72555
 
5.6%
62528
 
5.5%
82504
 
5.4%
Other values (3)4860
10.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII45988
100.0%

Most frequent character per block

ValueCountFrequency (%)
011826
25.7%
.5799
12.6%
14115
 
8.9%
23329
 
7.2%
33039
 
6.6%
42783
 
6.1%
52650
 
5.8%
72555
 
5.6%
62528
 
5.5%
82504
 
5.4%
Other values (3)4860
10.6%

Attr49
Real number (ℝ)

HIGH CORRELATION
SKEWED
ZEROS

Distinct5601
Distinct (%)94.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.07104293553
Minimum-144.8
Maximum16.866
Zeros108
Zeros (%)1.8%
Memory size46.3 KiB

Quantile statistics

Minimum-144.8
5-th percentile-0.242324
Q1-0.02390525
median0.011932
Q30.05970375
95-th percentile0.1778
Maximum16.866
Range161.666
Interquartile range (IQR)0.083609

Descriptive statistics

Standard deviation2.456258078
Coefficient of variation (CV)-34.57427624
Kurtosis2395.710471
Mean-0.07104293553
Median Absolute Deviation (MAD)0.0423925
Skewness-45.61222902
Sum-419.863749
Variance6.033203747
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0108
 
1.8%
0.0111483
 
0.1%
-0.0318433
 
0.1%
0.0862243
 
0.1%
0.106153
 
0.1%
-3 × 1063
 
0.1%
-0.0089483
 
0.1%
0.0037423
 
0.1%
-0.133042
 
< 0.1%
0.0256342
 
< 0.1%
Other values (5591)5777
97.7%
ValueCountFrequency (%)
-144.81
< 0.1%
-90.531
< 0.1%
-47.7461
< 0.1%
-43.981
< 0.1%
-25.1011
< 0.1%
ValueCountFrequency (%)
16.8661
< 0.1%
6.01721
< 0.1%
4.43251
< 0.1%
2.78671
< 0.1%
2.45451
< 0.1%

Attr50
Categorical

HIGH CARDINALITY
UNIFORM

Distinct5507
Distinct (%)93.2%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
?
 
18
1.0454
 
4
1.7068
 
3
1.9128
 
3
1.2581
 
3
Other values (5502)
5879 

Length

Max length9
Median length6
Mean length6.219458545
Min length1

Characters and Unicode

Total characters36757
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5145 ?
Unique (%)87.1%

Sample

1st row1.0193
2nd row1.2823
3rd row3.6082
4th row0.88491
5th row0.99819
ValueCountFrequency (%)
?18
 
0.3%
1.04544
 
0.1%
1.70683
 
0.1%
1.91283
 
0.1%
1.25813
 
0.1%
1.03753
 
0.1%
1.21613
 
0.1%
2.94583
 
0.1%
1.04333
 
0.1%
1.28913
 
0.1%
Other values (5497)5864
99.2%
Histogram of lengths of the category
ValueCountFrequency (%)
18
 
0.3%
1.04544
 
0.1%
0.918073
 
0.1%
1.03753
 
0.1%
1.21613
 
0.1%
1.04333
 
0.1%
0.819473
 
0.1%
1.28913
 
0.1%
1.91283
 
0.1%
1.43163
 
0.1%
Other values (5497)5864
99.2%

Most occurring characters

ValueCountFrequency (%)
.5891
16.0%
14836
13.2%
04031
11.0%
23312
9.0%
32861
7.8%
42762
7.5%
52737
7.4%
62707
7.4%
72550
6.9%
82534
6.9%
Other values (3)2536
6.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number30847
83.9%
Other Punctuation5909
 
16.1%
Dash Punctuation1
 
< 0.1%

Most frequent character per category

ValueCountFrequency (%)
14836
15.7%
04031
13.1%
23312
10.7%
32861
9.3%
42762
9.0%
52737
8.9%
62707
8.8%
72550
8.3%
82534
8.2%
92517
8.2%
ValueCountFrequency (%)
.5891
99.7%
?18
 
0.3%
ValueCountFrequency (%)
-1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common36757
100.0%

Most frequent character per script

ValueCountFrequency (%)
.5891
16.0%
14836
13.2%
04031
11.0%
23312
9.0%
32861
7.8%
42762
7.5%
52737
7.4%
62707
7.4%
72550
6.9%
82534
6.9%
Other values (3)2536
6.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII36757
100.0%

Most frequent character per block

ValueCountFrequency (%)
.5891
16.0%
14836
13.2%
04031
11.0%
23312
9.0%
32861
7.8%
42762
7.5%
52737
7.4%
62707
7.4%
72550
6.9%
82534
6.9%
Other values (3)2536
6.9%

Attr51
Categorical

HIGH CARDINALITY
UNIFORM

Distinct5577
Distinct (%)94.4%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
0
 
19
0.22773
 
3
0.22167
 
3
0.71949
 
3
0.26653
 
3
Other values (5572)
5879 

Length

Max length8
Median length7
Mean length6.927072758
Min length1

Characters and Unicode

Total characters40939
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5281 ?
Unique (%)89.4%

Sample

1st row0.55407
2nd row0.38846
3rd row0.22142
4th row0.51564
5th row0.44176
ValueCountFrequency (%)
019
 
0.3%
0.227733
 
0.1%
0.221673
 
0.1%
0.719493
 
0.1%
0.266533
 
0.1%
0.648773
 
0.1%
0.50353
 
0.1%
0.154843
 
0.1%
0.357553
 
0.1%
?3
 
0.1%
Other values (5567)5864
99.2%
Histogram of lengths of the category
ValueCountFrequency (%)
019
 
0.3%
3
 
0.1%
0.154843
 
0.1%
0.227733
 
0.1%
0.239133
 
0.1%
0.301933
 
0.1%
0.180493
 
0.1%
0.221673
 
0.1%
0.130743
 
0.1%
0.423143
 
0.1%
Other values (5567)5864
99.2%

Most occurring characters

ValueCountFrequency (%)
08137
19.9%
.5887
14.4%
13535
8.6%
23446
8.4%
33298
8.1%
43225
 
7.9%
52839
 
6.9%
62824
 
6.9%
72653
 
6.5%
82590
 
6.3%
Other values (3)2505
 
6.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number35048
85.6%
Other Punctuation5890
 
14.4%
Dash Punctuation1
 
< 0.1%

Most frequent character per category

ValueCountFrequency (%)
08137
23.2%
13535
10.1%
23446
9.8%
33298
9.4%
43225
 
9.2%
52839
 
8.1%
62824
 
8.1%
72653
 
7.6%
82590
 
7.4%
92501
 
7.1%
ValueCountFrequency (%)
.5887
99.9%
?3
 
0.1%
ValueCountFrequency (%)
-1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common40939
100.0%

Most frequent character per script

ValueCountFrequency (%)
08137
19.9%
.5887
14.4%
13535
8.6%
23446
8.4%
33298
8.1%
43225
 
7.9%
52839
 
6.9%
62824
 
6.9%
72653
 
6.5%
82590
 
6.3%
Other values (3)2505
 
6.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII40939
100.0%

Most frequent character per block

ValueCountFrequency (%)
08137
19.9%
.5887
14.4%
13535
8.6%
23446
8.4%
33298
8.1%
43225
 
7.9%
52839
 
6.9%
62824
 
6.9%
72653
 
6.5%
82590
 
6.3%
Other values (3)2505
 
6.1%

Attr52
Categorical

HIGH CARDINALITY
UNIFORM

Distinct5500
Distinct (%)93.1%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
?
 
36
0
 
21
0.1571
 
4
0.24751
 
4
0.19489
 
3
Other values (5495)
5842 

Length

Max length8
Median length7
Mean length6.935025381
Min length1

Characters and Unicode

Total characters40986
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5170 ?
Unique (%)87.5%

Sample

1st row0.42557
2nd row0.29604
3rd row0.22371
4th row0.69565
5th row0.37618
ValueCountFrequency (%)
?36
 
0.6%
021
 
0.4%
0.15714
 
0.1%
0.247514
 
0.1%
0.194893
 
0.1%
0.301293
 
0.1%
0.306373
 
0.1%
0.101943
 
0.1%
0.247393
 
0.1%
0.305863
 
0.1%
Other values (5490)5827
98.6%
Histogram of lengths of the category
ValueCountFrequency (%)
36
 
0.6%
021
 
0.4%
0.15714
 
0.1%
0.247514
 
0.1%
0.205523
 
0.1%
0.261163
 
0.1%
0.270763
 
0.1%
0.101943
 
0.1%
0.247393
 
0.1%
0.150523
 
0.1%
Other values (5490)5827
98.6%

Most occurring characters

ValueCountFrequency (%)
08308
20.3%
.5853
14.3%
14287
10.5%
23805
9.3%
33129
 
7.6%
42889
 
7.0%
52633
 
6.4%
62567
 
6.3%
72530
 
6.2%
82478
 
6.0%
Other values (3)2507
 
6.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number35096
85.6%
Other Punctuation5889
 
14.4%
Dash Punctuation1
 
< 0.1%

Most frequent character per category

ValueCountFrequency (%)
08308
23.7%
14287
12.2%
23805
10.8%
33129
 
8.9%
42889
 
8.2%
52633
 
7.5%
62567
 
7.3%
72530
 
7.2%
82478
 
7.1%
92470
 
7.0%
ValueCountFrequency (%)
.5853
99.4%
?36
 
0.6%
ValueCountFrequency (%)
-1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common40986
100.0%

Most frequent character per script

ValueCountFrequency (%)
08308
20.3%
.5853
14.3%
14287
10.5%
23805
9.3%
33129
 
7.6%
42889
 
7.0%
52633
 
6.4%
62567
 
6.3%
72530
 
6.2%
82478
 
6.0%
Other values (3)2507
 
6.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII40986
100.0%

Most frequent character per block

ValueCountFrequency (%)
08308
20.3%
.5853
14.3%
14287
10.5%
23805
9.3%
33129
 
7.6%
42889
 
7.0%
52633
 
6.4%
62567
 
6.3%
72530
 
6.2%
82478
 
6.0%
Other values (3)2507
 
6.1%

Attr53
Categorical

HIGH CARDINALITY

Distinct5463
Distinct (%)92.4%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
?
 
107
2.2499
 
4
1.6104
 
3
1.0057
 
3
1.0655
 
3
Other values (5458)
5790 

Length

Max length9
Median length6
Mean length6.204399323
Min length1

Characters and Unicode

Total characters36668
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5144 ?
Unique (%)87.0%

Sample

1st row0.73717
2nd row1.3614
3rd row3.3684
4th row0.52538
5th row0.99779
ValueCountFrequency (%)
?107
 
1.8%
2.24994
 
0.1%
1.61043
 
0.1%
1.00573
 
0.1%
1.06553
 
0.1%
1.26243
 
0.1%
1.68973
 
0.1%
1.29253
 
0.1%
1.09283
 
0.1%
1.0573
 
0.1%
Other values (5453)5775
97.7%
Histogram of lengths of the category
ValueCountFrequency (%)
107
 
1.8%
2.24994
 
0.1%
1.09283
 
0.1%
1.03913
 
0.1%
1.82253
 
0.1%
1.00573
 
0.1%
1.61043
 
0.1%
4.35223
 
0.1%
1.45623
 
0.1%
1.54123
 
0.1%
Other values (5441)5775
97.7%

Most occurring characters

ValueCountFrequency (%)
.5798
15.8%
14714
12.9%
04115
11.2%
23342
9.1%
32927
8.0%
42613
7.1%
92575
7.0%
62570
7.0%
72558
7.0%
52524
6.9%
Other values (3)2932
8.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number30456
83.1%
Other Punctuation5905
 
16.1%
Dash Punctuation307
 
0.8%

Most frequent character per category

ValueCountFrequency (%)
14714
15.5%
04115
13.5%
23342
11.0%
32927
9.6%
42613
8.6%
92575
8.5%
62570
8.4%
72558
8.4%
52524
8.3%
82518
8.3%
ValueCountFrequency (%)
.5798
98.2%
?107
 
1.8%
ValueCountFrequency (%)
-307
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common36668
100.0%

Most frequent character per script

ValueCountFrequency (%)
.5798
15.8%
14714
12.9%
04115
11.2%
23342
9.1%
32927
8.0%
42613
7.1%
92575
7.0%
62570
7.0%
72558
7.0%
52524
6.9%
Other values (3)2932
8.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII36668
100.0%

Most frequent character per block

ValueCountFrequency (%)
.5798
15.8%
14714
12.9%
04115
11.2%
23342
9.1%
32927
8.0%
42613
7.1%
92575
7.0%
62570
7.0%
72558
7.0%
52524
6.9%
Other values (3)2932
8.0%

Attr54
Categorical

HIGH CARDINALITY

Distinct5350
Distinct (%)90.5%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
?
 
107
2.2499
 
5
1.0371
 
5
1.1296
 
4
1.6298
 
4
Other values (5345)
5785 

Length

Max length9
Median length6
Mean length6.065651438
Min length1

Characters and Unicode

Total characters35848
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique4941 ?
Unique (%)83.6%

Sample

1st row0.73866
2nd row1.5686
3rd row3.3684
4th row2.0378
5th row1.1369
ValueCountFrequency (%)
?107
 
1.8%
2.24995
 
0.1%
1.03715
 
0.1%
1.12964
 
0.1%
1.62984
 
0.1%
1.18044
 
0.1%
1.073
 
0.1%
1.07363
 
0.1%
1.00913
 
0.1%
1.19153
 
0.1%
Other values (5340)5769
97.6%
Histogram of lengths of the category
ValueCountFrequency (%)
107
 
1.8%
2.24995
 
0.1%
1.03715
 
0.1%
1.62984
 
0.1%
1.18044
 
0.1%
1.12964
 
0.1%
1.74163
 
0.1%
1.31093
 
0.1%
4.35223
 
0.1%
1.13213
 
0.1%
Other values (5329)5769
97.6%

Most occurring characters

ValueCountFrequency (%)
.5799
16.2%
15225
14.6%
03378
9.4%
23316
9.3%
32793
7.8%
42569
7.2%
92557
7.1%
82526
7.0%
72492
7.0%
62455
6.8%
Other values (3)2738
7.6%

Most occurring categories

ValueCountFrequency (%)
Decimal Number29728
82.9%
Other Punctuation5906
 
16.5%
Dash Punctuation214
 
0.6%

Most frequent character per category

ValueCountFrequency (%)
15225
17.6%
03378
11.4%
23316
11.2%
32793
9.4%
42569
8.6%
92557
8.6%
82526
8.5%
72492
8.4%
62455
8.3%
52417
8.1%
ValueCountFrequency (%)
.5799
98.2%
?107
 
1.8%
ValueCountFrequency (%)
-214
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common35848
100.0%

Most frequent character per script

ValueCountFrequency (%)
.5799
16.2%
15225
14.6%
03378
9.4%
23316
9.3%
32793
7.8%
42569
7.2%
92557
7.1%
82526
7.0%
72492
7.0%
62455
6.8%
Other values (3)2738
7.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII35848
100.0%

Most frequent character per block

ValueCountFrequency (%)
.5799
16.2%
15225
14.6%
03378
9.4%
23316
9.3%
32793
7.8%
42569
7.2%
92557
7.1%
82526
7.0%
72492
7.0%
62455
6.8%
Other values (3)2738
7.6%

Attr55
Real number (ℝ)

SKEWED

Distinct5718
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10817.30667
Minimum-1118500
Maximum4212200
Zeros2
Zeros (%)< 0.1%
Memory size46.3 KiB

Quantile statistics

Minimum-1118500
5-th percentile-6282.77
Q187.91225
median1802.8
Q37705.1
95-th percentile46755.55
Maximum4212200
Range5330700
Interquartile range (IQR)7617.18775

Descriptive statistics

Standard deviation79564.01272
Coefficient of variation (CV)7.355251647
Kurtosis1385.715456
Mean10817.30667
Median Absolute Deviation (MAD)2253.48
Skewness28.72662642
Sum63930282.43
Variance6330432120
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
135933
 
0.1%
1.48583
 
0.1%
2443.93
 
0.1%
103613
 
0.1%
-112163
 
0.1%
4256.33
 
0.1%
17973
 
0.1%
2565.32
 
< 0.1%
-103732
 
< 0.1%
4732.32
 
< 0.1%
Other values (5708)5883
99.5%
ValueCountFrequency (%)
-11185001
< 0.1%
-4192001
< 0.1%
-4012601
< 0.1%
-3821101
< 0.1%
-3393701
< 0.1%
ValueCountFrequency (%)
42122001
< 0.1%
16342001
< 0.1%
13456001
< 0.1%
11399001
< 0.1%
9916101
< 0.1%

Attr56
Real number (ℝ)

HIGH CORRELATION
SKEWED

Distinct5646
Distinct (%)95.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.05722214484
Minimum-46.788
Maximum1.651
Zeros0
Zeros (%)0.0%
Memory size46.3 KiB

Quantile statistics

Minimum-46.788
5-th percentile-0.1332775
Q10.01099625
median0.0532175
Q30.125085
95-th percentile0.3546295
Maximum1.651
Range48.439
Interquartile range (IQR)0.11408875

Descriptive statistics

Standard deviation0.6980955518
Coefficient of variation (CV)12.19974459
Kurtosis3459.986037
Mean0.05722214484
Median Absolute Deviation (MAD)0.0512545
Skewness-52.9786596
Sum338.182876
Variance0.4873373995
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
147
 
0.8%
0.147773
 
0.1%
0.184033
 
0.1%
0.103583
 
0.1%
0.113763
 
0.1%
0.155443
 
0.1%
0.103683
 
0.1%
0.0978353
 
0.1%
0.202723
 
0.1%
0.169473
 
0.1%
Other values (5636)5836
98.7%
ValueCountFrequency (%)
-46.7881
< 0.1%
-13.3371
< 0.1%
-7.25431
< 0.1%
-5.48911
< 0.1%
-5.1011
< 0.1%
ValueCountFrequency (%)
1.6511
 
< 0.1%
147
0.8%
0.999952
 
< 0.1%
0.999641
 
< 0.1%
0.999391
 
< 0.1%

Attr57
Categorical

HIGH CARDINALITY

Distinct5573
Distinct (%)94.3%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
0
 
96
0.1581
 
5
0.15943
 
3
0.11219
 
3
0.1209
 
3
Other values (5568)
5800 

Length

Max length9
Median length7
Mean length7.252961083
Min length1

Characters and Unicode

Total characters42865
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5344 ?
Unique (%)90.4%

Sample

1st row0.27543
2nd row-0.012035
3rd row0.19229
4th row-0.79602
5th row0.10716
ValueCountFrequency (%)
096
 
1.6%
0.15815
 
0.1%
0.159433
 
0.1%
0.112193
 
0.1%
0.12093
 
0.1%
?3
 
0.1%
0.0062213
 
0.1%
0.186373
 
0.1%
0.306833
 
0.1%
0.163583
 
0.1%
Other values (5563)5785
97.9%
Histogram of lengths of the category
ValueCountFrequency (%)
096
 
1.6%
0.15815
 
0.1%
0.110493
 
0.1%
0.0689593
 
0.1%
0.163583
 
0.1%
0.112193
 
0.1%
0.134693
 
0.1%
0.12093
 
0.1%
0.103373
 
0.1%
0.362243
 
0.1%
Other values (5519)5785
97.9%

Most occurring characters

ValueCountFrequency (%)
09728
22.7%
.5810
13.6%
14282
10.0%
23423
 
8.0%
33024
 
7.1%
42867
 
6.7%
72589
 
6.0%
52567
 
6.0%
62548
 
5.9%
82503
 
5.8%
Other values (3)3524
 
8.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number36020
84.0%
Other Punctuation5813
 
13.6%
Dash Punctuation1032
 
2.4%

Most frequent character per category

ValueCountFrequency (%)
09728
27.0%
14282
11.9%
23423
 
9.5%
33024
 
8.4%
42867
 
8.0%
72589
 
7.2%
52567
 
7.1%
62548
 
7.1%
82503
 
6.9%
92489
 
6.9%
ValueCountFrequency (%)
.5810
99.9%
?3
 
0.1%
ValueCountFrequency (%)
-1032
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common42865
100.0%

Most frequent character per script

ValueCountFrequency (%)
09728
22.7%
.5810
13.6%
14282
10.0%
23423
 
8.0%
33024
 
7.1%
42867
 
6.7%
72589
 
6.0%
52567
 
6.0%
62548
 
5.9%
82503
 
5.8%
Other values (3)3524
 
8.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII42865
100.0%

Most frequent character per block

ValueCountFrequency (%)
09728
22.7%
.5810
13.6%
14282
10.0%
23423
 
8.0%
33024
 
7.1%
42867
 
6.7%
72589
 
6.0%
52567
 
6.0%
62548
 
5.9%
82503
 
5.8%
Other values (3)3524
 
8.2%

Attr58
Real number (ℝ)

SKEWED

Distinct5115
Distinct (%)86.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.9565044663
Minimum-0.16439
Maximum47.788
Zeros2
Zeros (%)< 0.1%
Memory size46.3 KiB

Quantile statistics

Minimum-0.16439
5-th percentile0.6475455
Q10.8765525
median0.95037
Q30.990405
95-th percentile1.132955
Maximum47.788
Range47.95239
Interquartile range (IQR)0.1138525

Descriptive statistics

Standard deviation0.8573262361
Coefficient of variation (CV)0.896311796
Kurtosis1703.001193
Mean0.9565044663
Median Absolute Deviation (MAD)0.04852
Skewness36.32546838
Sum5652.941396
Variance0.7350082752
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1.00536
 
0.1%
1.01735
 
0.1%
1.01155
 
0.1%
1.01795
 
0.1%
1.05055
 
0.1%
0.994275
 
0.1%
0.964154
 
0.1%
1.01074
 
0.1%
0.868474
 
0.1%
1.00464
 
0.1%
Other values (5105)5863
99.2%
ValueCountFrequency (%)
-0.164391
< 0.1%
-0.085921
< 0.1%
-0.0320291
< 0.1%
-0.0113861
< 0.1%
-0.0032371
< 0.1%
ValueCountFrequency (%)
47.7881
< 0.1%
23.2481
< 0.1%
22.4021
< 0.1%
19.9071
< 0.1%
12.7381
< 0.1%

Attr59
Categorical

HIGH CARDINALITY

Distinct3255
Distinct (%)55.1%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
0
2547 
0.12777
 
3
0.00264
 
3
?
 
3
0.10066
 
3
Other values (3250)
3351 

Length

Max length9
Median length6
Mean length4.503553299
Min length1

Characters and Unicode

Total characters26616
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique3149 ?
Unique (%)53.3%

Sample

1st row0.002024
2nd row0.15222
3rd row0
4th row2.8787
5th row0.13938
ValueCountFrequency (%)
02547
43.1%
0.127773
 
0.1%
0.002643
 
0.1%
?3
 
0.1%
0.100663
 
0.1%
0.100472
 
< 0.1%
0.057112
 
< 0.1%
0.0153472
 
< 0.1%
0.0034642
 
< 0.1%
0.682012
 
< 0.1%
Other values (3245)3341
56.5%
Histogram of lengths of the category
ValueCountFrequency (%)
02547
43.1%
0.100663
 
0.1%
0.127773
 
0.1%
0.002643
 
0.1%
3
 
0.1%
0.269572
 
< 0.1%
0.0081632
 
< 0.1%
0.100472
 
< 0.1%
1.68062
 
< 0.1%
0.252662
 
< 0.1%
Other values (3242)3341
56.5%

Most occurring characters

ValueCountFrequency (%)
08113
30.5%
.3359
12.6%
12275
 
8.5%
21877
 
7.1%
31722
 
6.5%
41676
 
6.3%
51647
 
6.2%
61475
 
5.5%
81458
 
5.5%
71434
 
5.4%
Other values (3)1580
 
5.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number23086
86.7%
Other Punctuation3362
 
12.6%
Dash Punctuation168
 
0.6%

Most frequent character per category

ValueCountFrequency (%)
08113
35.1%
12275
 
9.9%
21877
 
8.1%
31722
 
7.5%
41676
 
7.3%
51647
 
7.1%
61475
 
6.4%
81458
 
6.3%
71434
 
6.2%
91409
 
6.1%
ValueCountFrequency (%)
.3359
99.9%
?3
 
0.1%
ValueCountFrequency (%)
-168
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common26616
100.0%

Most frequent character per script

ValueCountFrequency (%)
08113
30.5%
.3359
12.6%
12275
 
8.5%
21877
 
7.1%
31722
 
6.5%
41676
 
6.3%
51647
 
6.2%
61475
 
5.5%
81458
 
5.5%
71434
 
5.4%
Other values (3)1580
 
5.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII26616
100.0%

Most frequent character per block

ValueCountFrequency (%)
08113
30.5%
.3359
12.6%
12275
 
8.5%
21877
 
7.1%
31722
 
6.5%
41676
 
6.3%
51647
 
6.2%
61475
 
5.5%
81458
 
5.5%
71434
 
5.4%
Other values (3)1580
 
5.9%

Attr60
Categorical

HIGH CARDINALITY

Distinct5370
Distinct (%)90.9%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
?
 
268
17.114
 
3
15.296
 
3
235.16
 
3
12.364
 
3
Other values (5365)
5630 

Length

Max length8
Median length6
Mean length5.671742809
Min length1

Characters and Unicode

Total characters33520
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5111 ?
Unique (%)86.5%

Sample

1st row7.2711
2nd row6.0911
3rd row8.7934
4th row7.6524
5th row10.118
ValueCountFrequency (%)
?268
 
4.5%
17.1143
 
0.1%
15.2963
 
0.1%
235.163
 
0.1%
12.3643
 
0.1%
40.8443
 
0.1%
10.343
 
0.1%
12.163
 
0.1%
11.2573
 
0.1%
4.40593
 
0.1%
Other values (5360)5615
95.0%
Histogram of lengths of the category
ValueCountFrequency (%)
268
 
4.5%
3.85373
 
0.1%
5.25123
 
0.1%
235.163
 
0.1%
11.0453
 
0.1%
3.18563
 
0.1%
15.2963
 
0.1%
12.163
 
0.1%
17.1143
 
0.1%
40.8443
 
0.1%
Other values (5360)5615
95.0%

Most occurring characters

ValueCountFrequency (%)
.5625
16.8%
13957
11.8%
23231
9.6%
32885
8.6%
42823
8.4%
52761
8.2%
62634
7.9%
72537
7.6%
92519
7.5%
82476
7.4%
Other values (3)2072
 
6.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number27626
82.4%
Other Punctuation5893
 
17.6%
Dash Punctuation1
 
< 0.1%

Most frequent character per category

ValueCountFrequency (%)
13957
14.3%
23231
11.7%
32885
10.4%
42823
10.2%
52761
10.0%
62634
9.5%
72537
9.2%
92519
9.1%
82476
9.0%
01803
6.5%
ValueCountFrequency (%)
.5625
95.5%
?268
 
4.5%
ValueCountFrequency (%)
-1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common33520
100.0%

Most frequent character per script

ValueCountFrequency (%)
.5625
16.8%
13957
11.8%
23231
9.6%
32885
8.6%
42823
8.4%
52761
8.2%
62634
7.9%
72537
7.6%
92519
7.5%
82476
7.4%
Other values (3)2072
 
6.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII33520
100.0%

Most frequent character per block

ValueCountFrequency (%)
.5625
16.8%
13957
11.8%
23231
9.6%
32885
8.6%
42823
8.4%
52761
8.2%
62634
7.9%
72537
7.6%
92519
7.5%
82476
7.4%
Other values (3)2072
 
6.2%

Attr61
Categorical

HIGH CARDINALITY
UNIFORM

Distinct5612
Distinct (%)95.0%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
?
 
15
10.096
 
4
16.789
 
3
13.983
 
3
11.183
 
3
Other values (5607)
5882 

Length

Max length9
Median length6
Mean length5.88714044
Min length1

Characters and Unicode

Total characters34793
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5343 ?
Unique (%)90.4%

Sample

1st row4.7343
2nd row3.2749
3rd row2.987
4th row3.3302
5th row4.095
ValueCountFrequency (%)
?15
 
0.3%
10.0964
 
0.1%
16.7893
 
0.1%
13.9833
 
0.1%
11.1833
 
0.1%
10.8093
 
0.1%
5.97723
 
0.1%
7.27323
 
0.1%
3.48853
 
0.1%
8.90073
 
0.1%
Other values (5602)5867
99.3%
Histogram of lengths of the category
ValueCountFrequency (%)
15
 
0.3%
10.0964
 
0.1%
9.44093
 
0.1%
11.1833
 
0.1%
12.3523
 
0.1%
13.9833
 
0.1%
10.8093
 
0.1%
3.48853
 
0.1%
7.27323
 
0.1%
8.90073
 
0.1%
Other values (5602)5867
99.3%

Most occurring characters

ValueCountFrequency (%)
.5888
16.9%
13553
10.2%
53182
9.1%
43115
9.0%
33110
8.9%
62940
8.4%
22894
8.3%
72848
8.2%
82726
7.8%
92573
7.4%
Other values (3)1964
 
5.6%

Most occurring categories

ValueCountFrequency (%)
Decimal Number28889
83.0%
Other Punctuation5903
 
17.0%
Dash Punctuation1
 
< 0.1%

Most frequent character per category

ValueCountFrequency (%)
13553
12.3%
53182
11.0%
43115
10.8%
33110
10.8%
62940
10.2%
22894
10.0%
72848
9.9%
82726
9.4%
92573
8.9%
01948
6.7%
ValueCountFrequency (%)
.5888
99.7%
?15
 
0.3%
ValueCountFrequency (%)
-1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common34793
100.0%

Most frequent character per script

ValueCountFrequency (%)
.5888
16.9%
13553
10.2%
53182
9.1%
43115
9.0%
33110
8.9%
62940
8.4%
22894
8.3%
72848
8.2%
82726
7.8%
92573
7.4%
Other values (3)1964
 
5.6%

Most occurring blocks

ValueCountFrequency (%)
ASCII34793
100.0%

Most frequent character per block

ValueCountFrequency (%)
.5888
16.9%
13553
10.2%
53182
9.1%
43115
9.0%
33110
8.9%
62940
8.4%
22894
8.3%
72848
8.2%
82726
7.8%
92573
7.4%
Other values (3)1964
 
5.6%

Attr62
Real number (ℝ)

HIGH CORRELATION
SKEWED

Distinct5559
Distinct (%)94.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean241.9781837
Minimum-236.53
Maximum451380
Zeros21
Zeros (%)0.4%
Memory size46.3 KiB

Quantile statistics

Minimum-236.53
5-th percentile19.50165
Q144.64675
median73.7785
Q3118.72
95-th percentile275.0455
Maximum451380
Range451616.53
Interquartile range (IQR)74.07325

Descriptive statistics

Standard deviation6221.13569
Coefficient of variation (CV)25.70948998
Kurtosis4716.103664
Mean241.9781837
Median Absolute Deviation (MAD)34.2415
Skewness66.39821899
Sum1430091.066
Variance38702529.27
MonotocityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
021
 
0.4%
104.084
 
0.1%
116.454
 
0.1%
50.4094
 
0.1%
102.894
 
0.1%
118.723
 
0.1%
60.7543
 
0.1%
38.4283
 
0.1%
108.093
 
0.1%
194.883
 
0.1%
Other values (5549)5858
99.1%
ValueCountFrequency (%)
-236.531
 
< 0.1%
021
0.4%
0.0477671
 
< 0.1%
0.239051
 
< 0.1%
0.488291
 
< 0.1%
ValueCountFrequency (%)
4513801
< 0.1%
1274501
< 0.1%
802321
< 0.1%
253801
< 0.1%
250771
< 0.1%

Attr63
Categorical

HIGH CARDINALITY
UNIFORM

Distinct5578
Distinct (%)94.4%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
?
 
21
7.2408
 
4
4.2731
 
3
3.1343
 
3
2.3307
 
3
Other values (5573)
5876 

Length

Max length8
Median length6
Mean length5.912351946
Min length1

Characters and Unicode

Total characters34942
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5279 ?
Unique (%)89.3%

Sample

1st row2.5568
2nd row3.2841
3rd row5.1027
4th row2.4735
5th row3.4294
ValueCountFrequency (%)
?21
 
0.4%
7.24084
 
0.1%
4.27313
 
0.1%
3.13433
 
0.1%
2.33073
 
0.1%
3.35353
 
0.1%
6.00783
 
0.1%
5.63583
 
0.1%
1.99723
 
0.1%
2.57483
 
0.1%
Other values (5568)5861
99.2%
Histogram of lengths of the category
ValueCountFrequency (%)
21
 
0.4%
7.24084
 
0.1%
6.32213
 
0.1%
1.99723
 
0.1%
2.33073
 
0.1%
5.63583
 
0.1%
3.67963
 
0.1%
6.00783
 
0.1%
14.6913
 
0.1%
3.35353
 
0.1%
Other values (5568)5861
99.2%

Most occurring characters

ValueCountFrequency (%)
.5887
16.8%
13702
10.6%
23423
9.8%
33280
9.4%
43162
9.0%
52939
8.4%
62705
7.7%
72673
7.6%
82642
7.6%
92466
7.1%
Other values (3)2063
 
5.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number29033
83.1%
Other Punctuation5908
 
16.9%
Dash Punctuation1
 
< 0.1%

Most frequent character per category

ValueCountFrequency (%)
13702
12.8%
23423
11.8%
33280
11.3%
43162
10.9%
52939
10.1%
62705
9.3%
72673
9.2%
82642
9.1%
92466
8.5%
02041
7.0%
ValueCountFrequency (%)
.5887
99.6%
?21
 
0.4%
ValueCountFrequency (%)
-1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common34942
100.0%

Most frequent character per script

ValueCountFrequency (%)
.5887
16.8%
13702
10.6%
23423
9.8%
33280
9.4%
43162
9.0%
52939
8.4%
62705
7.7%
72673
7.6%
82642
7.6%
92466
7.1%
Other values (3)2063
 
5.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII34942
100.0%

Most frequent character per block

ValueCountFrequency (%)
.5887
16.8%
13702
10.6%
23423
9.8%
33280
9.4%
43162
9.0%
52939
8.4%
62705
7.7%
72673
7.6%
82642
7.6%
92466
7.1%
Other values (3)2063
 
5.9%

Attr64
Categorical

HIGH CARDINALITY

Distinct5549
Distinct (%)93.9%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
?
 
107
1.2082
 
3
1.8704
 
3
8.9884
 
3
2.682
 
3
Other values (5544)
5791 

Length

Max length8
Median length6
Mean length5.885786802
Min length1

Characters and Unicode

Total characters34785
Distinct characters13
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique5302 ?
Unique (%)89.7%

Sample

1st row3.2597
2nd row3.37
3rd row5.6188
4th row5.9299
5th row3.3622
ValueCountFrequency (%)
?107
 
1.8%
1.20823
 
0.1%
1.87043
 
0.1%
8.98843
 
0.1%
2.6823
 
0.1%
6.75863
 
0.1%
3.3583
 
0.1%
1.69593
 
0.1%
2.51573
 
0.1%
16.5893
 
0.1%
Other values (5539)5776
97.7%
Histogram of lengths of the category
ValueCountFrequency (%)
107
 
1.8%
6.75863
 
0.1%
3.3583
 
0.1%
1.69593
 
0.1%
16.5893
 
0.1%
1.87043
 
0.1%
1.20823
 
0.1%
8.98843
 
0.1%
2.51573
 
0.1%
2.6823
 
0.1%
Other values (5539)5776
97.7%

Most occurring characters

ValueCountFrequency (%)
.5791
16.6%
14005
11.5%
23459
9.9%
33225
9.3%
42931
8.4%
52744
7.9%
62657
7.6%
82580
7.4%
72508
7.2%
92504
7.2%
Other values (3)2381
6.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number28886
83.0%
Other Punctuation5898
 
17.0%
Dash Punctuation1
 
< 0.1%

Most frequent character per category

ValueCountFrequency (%)
14005
13.9%
23459
12.0%
33225
11.2%
42931
10.1%
52744
9.5%
62657
9.2%
82580
8.9%
72508
8.7%
92504
8.7%
02273
7.9%
ValueCountFrequency (%)
.5791
98.2%
?107
 
1.8%
ValueCountFrequency (%)
-1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common34785
100.0%

Most frequent character per script

ValueCountFrequency (%)
.5791
16.6%
14005
11.5%
23459
9.9%
33225
9.3%
42931
8.4%
52744
7.9%
62657
7.6%
82580
7.4%
72508
7.2%
92504
7.2%
Other values (3)2381
6.8%

Most occurring blocks

ValueCountFrequency (%)
ASCII34785
100.0%

Most frequent character per block

ValueCountFrequency (%)
.5791
16.6%
14005
11.5%
23459
9.9%
33225
9.3%
42931
8.4%
52744
7.9%
62657
7.6%
82580
7.4%
72508
7.2%
92504
7.2%
Other values (3)2381
6.8%

class
Categorical

Distinct2
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size46.3 KiB
0
5500 
1
 
410

Length

Max length1
Median length1
Mean length1
Min length1

Characters and Unicode

Total characters5910
Distinct characters2
Distinct categories1 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0
ValueCountFrequency (%)
05500
93.1%
1410
 
6.9%
Histogram of lengths of the category
ValueCountFrequency (%)
05500
93.1%
1410
 
6.9%

Most occurring characters

ValueCountFrequency (%)
05500
93.1%
1410
 
6.9%

Most occurring categories

ValueCountFrequency (%)
Decimal Number5910
100.0%

Most frequent character per category

ValueCountFrequency (%)
05500
93.1%
1410
 
6.9%

Most occurring scripts

ValueCountFrequency (%)
Common5910
100.0%

Most frequent character per script

ValueCountFrequency (%)
05500
93.1%
1410
 
6.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII5910
100.0%

Most frequent character per block

ValueCountFrequency (%)
05500
93.1%
1410
 
6.9%

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Missing values

A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

First rows

idAttr1Attr2Attr3Attr4Attr5Attr6Attr7Attr8Attr9Attr10Attr11Attr12Attr13Attr14Attr15Attr16Attr17Attr18Attr19Attr20Attr21Attr22Attr23Attr24Attr25Attr26Attr27Attr28Attr29Attr30Attr31Attr32Attr33Attr34Attr35Attr36Attr37Attr38Attr39Attr40Attr41Attr42Attr43Attr44Attr45Attr46Attr47Attr48Attr49Attr50Attr51Attr52Attr53Attr54Attr55Attr56Attr57Attr58Attr59Attr60Attr61Attr62Attr63Attr64class
010.0882380.554720.011341.0205-66.520.342040.109490.577521.08810.320360.109490.19760.0968850.109491475.20.247421.80270.109490.07728750.1991.15740.135230.0622870.419490.320360.209121.03870.0260936.12670.3778800.077287155.332.34980.243770.135231.4493571.370.321010.0954570.128790.111890.095457127.3077.0960.452890.6688354.6210.107460.0758591.01930.554070.425570.737170.7386615182.00000.0809550.275430.919050.0020247.27114.7343142.7602.55683.25970
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